Abstract is missing.
- Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient DescentJonas Prellberg, Oliver Kramer. 1-8 [doi]
- Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax ProbabilitiesMatthias Rottmann, Pascal Colling, Thomas-Paul Hack, Robin Chan, Fabian Hüger, Peter Schlicht, Hanno Gottschalk. 1-9 [doi]
- True Online TD(λ)-Replay An Efficient Model-free Planning with Full ReplayAbdulrahman Altahhan. 1-7 [doi]
- Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real WorldPéter Almási, Róbert Moni, Bálint Gyires-Tóth. 1-8 [doi]
- A Multi-Task Learning Approach to Improve Sentiment Analysis with Explicit RecommendationOlivier Habimana, Yuhua Li, Ruixuan Li, Xiwu Gu, Yuqi Peng. 1-8 [doi]
- Unified Graph Embedding-Based Anomalous Edge DetectionLinshu Ouyang, Yongzheng Zhang 0002, Yipeng Wang 0001. 1-8 [doi]
- Hybrid Prediction Model for Mobile Data Traffic: A Cluster-level ApproachBethelhem Seifu Shawel, Tsegamlak T. Debella, Getinet Tesfaye, Yonas Y. Tefera, Dereje H. Woldegebreal. 1-8 [doi]
- Adaptive Transfer Learning for Heterogeneous One-Class Collaborative FilteringXiancong Chen, Weike Pan, Zhong Ming 0001. 1-8 [doi]
- Hubness-based Sampling Method for Nyström Spectral ClusteringHongmin Li, Xiucai Ye, Akira Imakura, Tetsuya Sakurai. 1-8 [doi]
- A Preliminary Study of Fusion ARTs with Adaptively Information Intensity Attenuation ControllingWenxuan Zhu, Yaqing Hou, Qiang Zhang, Hongwei Ge, Xin Yang, Liang Feng, Xinghua Qu. 1-7 [doi]
- Using a Neural Network Codec Approximation Loss to Improve Source Separation Performance in Limited Capacity NetworksIshwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso. 1-7 [doi]
- SAFE-DNN: A Deep Neural Network With Spike Assisted Feature Extraction For Noise Robust InferenceXueyuan She, Priyabrata Saha, Daehyun Kim, Yun Long, Saibal Mukhopadhyay. 1-8 [doi]
- On the Role of Reward Functions for Reinforcement Learning in the Traffic Assignment ProblemRicardo Grunitzki, Gabriel de Oliveira Ramos. 1-9 [doi]
- SpikeSEG: Spiking Segmentation via STDP Saliency MappingPaul Kirkland, Gaetano Di Caterina, John J. Soraghan, George Matich. 1-8 [doi]
- Acoustic Scene Classification using Single Frequency Filtering Cepstral Coefficients and DNNChandrasekhar Paseddula, Suryakanth V. Gangashetty. 1-6 [doi]
- En-VStegNET: Video Steganography using spatio-temporal feature enhancement with 3D-CNN and HourglassAman Jaiswal, Suraj Kumar, Aditya Nigam. 1-8 [doi]
- Evaluation criteria for closed-loop adaptive dynamic discrete-continuous brain-computer interfaces: clinical study case with tetraplegic patientFélix Martel, Tamara Dupuy, Alexandre Moly, Stéphan Chabardès, Tetiana Aksenova. 1-10 [doi]
- Regularizing Pattern Recognition with Conditional Probability EstimatesThomas Vacek. 1-10 [doi]
- PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural NetworkAdarsha Balaji, Prathyusha Adiraju, Hirak J. Kashyap, Anup Das 0001, Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor. 1-10 [doi]
- Spatio-Temporal Distributed Solar Irradiance and Temperature ForecastingChirath Pathiravasam, Paranietharan Arunagirinathan, Iroshani Jayawardene, Ganesh K. Venayagamoorthy, Yongqiang Wang. 1-8 [doi]
- Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural NetworksGiovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio. 1-8 [doi]
- Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time SeriesPradeep Rathore, Arghya Basak, Sri Harsha Nistala, Venkataramana Runkana. 1-8 [doi]
- Ensemble Methods for Solar Power ForecastingZezhou Chen, Irena Koprinska. 1-8 [doi]
- CNN Based Perception System for Collision Avoidance in Mobile Robots using Stereo VisionEdgar Macias, Deysy Galeana Pérez, Eduardo Bayro-Corrochano. 1-7 [doi]
- A novel hardware-efficient CPG model based on asynchronous coupling of cellular automaton phase oscillators for a hexapod robotKentaro Takeda, Hiroyuki Torikai. 1-8 [doi]
- Semi-supervised Training for Sequence-to-Sequence Speech Recognition Using Reinforcement LearningHoon Chung, Hyeong-Bae Jeon, Jeon Gue Park. 1-6 [doi]
- Deep Learning Techniques for Beef Cattle Body Weight PredictionMikel Gjergji, Vanessa Aparecida de Moraes Weber, Luiz Otávio Campos Silva, Rodrigo da Costa Gomes, Thiago Luís Alves Campos de Araújo, Hemerson Pistori, Marco A. Alvarez. 1-8 [doi]
- Answering Binary Causal Questions: A Transfer Learning Based ApproachHumayun Kayesh, Md. Saiful Islam 0003, Junhu Wang, Shikha Anirban, A. S. M. Kayes, Paul A. Watters. 1-9 [doi]
- A Neurobiological Schema Model for Contextual Awareness in RoboticsTiffany Hwu, Hirak J. Kashyap, Jeffrey L. Krichmar. 1-8 [doi]
- An Asymmetric Neuro-Fuzzy Model for the Detection of Meat SpoilageVassilis S. Kodogiannis, Abeer Alshejari. 1-8 [doi]
- Constructing Convolutional Neural Networks Based on QuaternionShuto Hongo, Teijiro Isokawa, Nobuyuki Matsui, Haruhiko Nishimura, Naotake Kamiura. 1-6 [doi]
- Distance-Guided Mask Propagation Model for Efficient Video Object SegmentationJiajia Liu, Hongning Dai, Bo Li, Gaozhong Tang. 1-8 [doi]
- Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning RulesPierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Sïghi. 1-8 [doi]
- A Muscle-Reflex Model of Forelimb and Hindlimb of Felidae Family of Animal with Dynamic Pattern Formation StimuliAzhar Aulia Saputra, Wei Hong Chin, Auke Jan Ijspeert, Naoyuki Kubota. 1-8 [doi]
- Interpreting Deep Models through the Lens of DataDominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel 0001, Sheraz Ahmed. 1-8 [doi]
- An app to detect melanoma using deep learning: An approach to handle imbalanced data based on evolutionary algorithmsPedro B. C. Castro, Breno Krohling, André G. C. Pacheco, Renato A. Krohling. 1-6 [doi]
- Dynamic Network Link Prediction by Learning Effective Subgraphs using CNN-LSTMKalyani Selvarajah, Kumaran Ragunathan, Ziad Kobti, Mehdi Kargar. 1-8 [doi]
- A Dynamic-Attention on Crowd Region with Physical Optical Flow Features for Crowd CountingQian Wang, Wenxi Li, Songjian Chen, Rui Feng. 1-8 [doi]
- Using Word2Vec Recommendation for Improved Purchase PredictionRamazan Esmeli, Mohamed Bader-El-Den, Hassana Abdullahi. 1-8 [doi]
- Sound Event Detection with Depthwise Separable and Dilated ConvolutionsKonstantinos Drossos, Stylianos I. Mimilakis, Shayan Gharib, Yanxiong Li, Tuomas Virtanen. 1-7 [doi]
- Distilling Essence of a Question: A Hierarchical Architecture for Question Quality in Community Question Answering SitesMun Kit Ho, Sivanagaraja Tatinati, Andy W. H. Khong. 1-7 [doi]
- Graph Neural Networks Boosted Personalized Tag Recommendation AlgorithmXuewen Chen, Yonghong Yu, Fengyixin Jiang, Li Zhang 0013, Rong Gao, Haiyan Gao. 1-8 [doi]
- Neural Reasoning, Fast and Slow, for Video Question AnsweringThao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran 0001. 1-8 [doi]
- A Computational Model for Latent Learning based on Hippocampal ReplayPablo Scleidorovich, Martin Llofriu, Jean-Marc Fellous, Alfredo Weitzenfeld. 1-8 [doi]
- Shallow Vessel Segmentation Network for Automatic Retinal Vessel SegmentationTariq Mahmood Khan, Faizan Abdullah, Syed Saud Naqvi, Muhammad Arsalan, Muhamamd Aurangzeb Khan. 1-7 [doi]
- Robust Training of Vector Quantized Bottleneck ModelsAdrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent. 1-7 [doi]
- Adaptive Neural Consensus Control for Nonlinear Strict-Feedback Multiagent Systems With Switching Directed TopologyWei Zhang, Zhaoxu Yu. 1-8 [doi]
- Subspace-Based Dynamic Selection: A Proof of Concept Using Protein Microarray DataAlexandre Maciel-Guerra, Grazziela P. Figueredo, Eliane Marti, Marcos J. C. Alcocer, Jamie Twycross. 1-8 [doi]
- Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat AlgorithmNebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Raka Jovanovic, Milan Tuba. 1-7 [doi]
- Bas-reliefs modelling based on learning deformable 3D modelsSiyuan Zhu, Cheng Shang, Jingjing Fan, Xin Wang, Meili Wang. 1-7 [doi]
- Joint Progressive Knowledge Distillation and Unsupervised Domain AdaptationLe Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin. 1-8 [doi]
- DR-TiST: Disentangled Representation for Time Series Translation Across Application DomainsHiba Arnout, Johanna Bronner, Johannes Kehrer, Thomas A. Runkler. 1-8 [doi]
- Using Autoencoders for Anomaly Detection in Hard Disk DrivesFrancisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado. 1-7 [doi]
- An Online Model for Scheduling Electric Vehicle Charging at Park-and-Ride Facilities for Flattening Solar Duck CurvesRaka Jovanovic, Sertac Bayhan, Islam Safak Bayram. 1-8 [doi]
- Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry GenerationLei Shen, Xiaoyu Guo, Meng Chen 0006. 1-8 [doi]
- Deep Neural Network Driven Binaural Audio Visual Speech SeparationMandar Gogate, Kia Dashtipour, Peter Bell 0001, Amir Hussain. 1-7 [doi]
- Image-Based Real-Time Path Generation Using Deep Neural NetworksGabriel Moraes, Anderson Mozart, Pedro Azevedo, Marcos Piumbini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue. 1-8 [doi]
- Deep Learning based fully automatic efficient Burn Severity Estimators for better Burn DiagnosisJoohi Chauhan, Puneet Goyal. 1-8 [doi]
- End-to-End Phoneme Recognition using Models from Semantic Image SegmentationWei Gao, Ahmad Hashemi-Sakhtsari, Mark D. McDonnell. 1-7 [doi]
- A comparative evaluation of time-delay, deep learning and echo state neural networks when used as simulated transhumeral prosthesis controllersCharles R. Day, Edward K. Chadwick, Dimitra Blana. 1-7 [doi]
- Visual Relational Reasoning for Image CaptionHaolei Pei, Qiaohong Chen, Ji Wang, Qi Sun, Yubo Jia. 1-8 [doi]
- Multi-modal Information Extraction and Fusion with Convolutional Neural NetworksDinesh Kumar, Dharmendra Sharma 0001. 1-9 [doi]
- PAT: Preference-Aware Transfer Learning for Recommendation with Heterogeneous FeedbackFeng Liang, Wei Dai, Yunfeng Huang, Weike Pan, Zhong Ming 0001. 1-7 [doi]
- TSCNN: A 3D Convolutional Activity Recognition Network Based on RFID RSSIWeiqing Huang, Yi Liu, Shao-yi Zhu, Siye Wang, Yanfang Zhang. 1-8 [doi]
- GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural NetworksSheng Wei Pang, Chai Quek, Dilip K. Prasad. 1-8 [doi]
- A Dual Network Solution (DNS) for Lag-Free Time Series ForecastingSubhrajit Samanta, Mahardhika Pratama, Suresh Sundaram, Narasimalu Srikanth. 1-8 [doi]
- Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm ShepherdingTung Nguyen, Jing Liu, Hung Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. 1-8 [doi]
- Black-Box Saliency Map Generation Using Bayesian OptimisationMamuku Mokuwe, Michael Burke, Anna Sergeevna Bosman. 1-8 [doi]
- MRobust: A Method for Robustness against Adversarial Attacks on Deep Neural NetworksYi-Ling Liu, Alessio Lomuscio. 1-8 [doi]
- Conceptual Explanations of Neural Network Prediction for Time SeriesFerdinand Küsters, Peter Schichtel, Sheraz Ahmed, Andreas Dengel 0001. 1-6 [doi]
- Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GANFangzhou Luo, Xiaolin Wu 0001. 1-7 [doi]
- A Novel Update Mechanism for Q-Networks Based On Extreme Learning MachinesCallum Wilson, Annalisa Riccardi, Edmondo A. Minisci. 1-7 [doi]
- YOLO and Morphing-based Method for 3D Individualised Bone Model CreationZuzanna Krawczyk, Jacek Starzynski. 1-8 [doi]
- Artificial Neural Network Pruning to Extract KnowledgeEvgeny M. Mirkes. 1-8 [doi]
- Multilayer Clustering Based on Adaptive Resonance Theory for Noisy EnvironmentsNarito Amako, Naoki Masuyama, Chu Kiong Loo, Yusuke Nojima, Yiping Liu, Hisao Ishibuchi. 1-8 [doi]
- Legal Document Classification: An Application to Law Area Prediction of Petitions to Public Prosecution ServiceMariana Y. Noguti, Eduardo Vellasques, Luiz S. Oliveira. 1-8 [doi]
- Nucleus Neural Network: A Data-driven Self-organized ArchitectureJia Liu 0020, Wenhua Zhang, Maoguo Gong, Haibo He. 1-8 [doi]
- Improved Policy Extraction via Online Q-Value DistillationAman Jhunjhunwala, Jaeyoung Lee, Sean Sedwards, Vahdat Abdelzad, Krzysztof Czarnecki. 1-8 [doi]
- OvA-INN: Continual Learning with Invertible Neural NetworksGuillaume Hocquet, Olivier Bichler, Damien Querlioz. 1-7 [doi]
- Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement LearningJun Yamada, John Shawe-Taylor, Zafeirios Fountas. 1-8 [doi]
- Mining Knowledge within Categories in Global and Local Fashion for Multi-Label Text ClassificationSheng Bi, Peng Shi, YunTao Du, Bin Jin, Lingshuang Yu. 1-8 [doi]
- Forest Fire Control with Learning from Demonstration and Reinforcement LearningTravis Hammond, Dirk Jelle Schaap, Matthia Sabatelli, Marco A. Wiering. 1-8 [doi]
- Enhancing the Detection of Criminal Organizations in Mexico using ML and NLPJavier Osorio, Alejandro Beltran. 1-7 [doi]
- A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary EnvironmentsArthur Costa Gorgônio, Anne Magály de Paula Canuto, Karliane M. O. Vale, Flavius L. Gorgônio. 1-8 [doi]
- Performance measures for evolving predictions under delayed labelling classificationMaciej Grzenda, Heitor Murilo Gomes, Albert Bifet. 1-8 [doi]
- A Gated Recurrent Unit based Echo State NetworkXinjie Wang, Yaochu Jin, Kuangrong Hao. 1-7 [doi]
- Dependency Based Bilingual word Embeddings without word alignmentTaghreed Alqaisi, Alexandros Komninos, Simon O'Keefe. 1-6 [doi]
- Deep Reinforcement Learning Control of Hand-Eye Coordination with a Software RetinaLewis Campbell Boyd, Vanja Popovic, Jan Paul Siebert. 1-8 [doi]
- DLEP: A Deep Learning Model for Earthquake PredictionRui Li, Xiaobo Lu, Shuowei Li, Haipeng Yang, Jianfeng Qiu, Lei Zhang. 1-8 [doi]
- Classifying Neuromorphic Datasets with Tempotron and Spike Timing Dependent PlasticityLaxmi R. Iyer, Yansong Chua. 1-8 [doi]
- Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysisLuis Miguel Núñez, Margarida Julià-Sapé, Enrique Romero, Carles Arús, Alfredo Vellido, Ana-Paula Candiota. 1-8 [doi]
- Graph Convolutional Networks for Target-oriented Opinion Words Extraction with Adversarial TrainingYan Zhou, Wei Jiang, Po Song, Yipeng Su, Tao Guo, Jizhong Han, Songlin Hu. 1-7 [doi]
- Federated learning with hierarchical clustering of local updates to improve training on non-IID dataChristopher Briggs, Zhong Fan, Peter Andras. 1-9 [doi]
- Predicting Brazilian and U.S. Elections with Machine Learning and Social Media DataKellyton dos Santos Brito, Paulo Jorge Leitão Adeodato. 1-8 [doi]
- Multi-target regression via output space quantizationEleftherios Spyromitros Xioufis, Konstantinos Sechidis, Ioannis P. Vlahavas. 1-9 [doi]
- Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamicsTakehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose. 1-8 [doi]
- Distantly-Supervised Neural Relation Extraction with Side Information using BERTJohny Moreira, Chaina Oliveira, David Macêdo, Cleber Zanchettin, Luciano Barbosa. 1-7 [doi]
- Capsule Deep Generative Model That Forms Parse TreesYifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi. 1-8 [doi]
- Improved Polynomial Neural Networks with Normalised ActivationsMohit Goyal, Rajan Goyal, Brejesh Lall. 1-8 [doi]
- Enhancing Resilience of Deep Learning Networks By Means of Transferable AdversariesMoritz Seiler, Heike Trautmann, Pascal Kerschke. 1-8 [doi]
- Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasetsMarcos M. Raimundo, Fernando J. Von Zuben. 1-8 [doi]
- Energy-efficient and Robust Cumulative Training with Net2Net TransformationAosong Feng, Priyadarshini Panda. 1-7 [doi]
- Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT DenoisingSepehr Ataei, Javad Alirezaie, Paul S. Babyn. 1-5 [doi]
- Group-Patch Based Classification and Asymptotic Predicting Imbalanced Neuron SpikesMingli Zhang, Dongsheng Xiao, Timothy H. Murphy, Jean-Baptiste Poline, Alan C. Evans. 1-6 [doi]
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural NetworksKakeru Mitsuno, Jun'ichi Miyao, Takio Kurita. 1-8 [doi]
- Cluster Developing 1-Bit Matrix CompletionChengkun Zhang, Junbin Gao, Steven Lu. 1-8 [doi]
- OIAD: One-for-all Image Anomaly Detection with Disentanglement LearningShuo Wang, Tianle Chen, Shangyu Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler. 1-8 [doi]
- Multitask Adversarial Learning for Chinese Font Style TransferLei Wu, Xi Chen, Lei Meng, Xiangxu Meng. 1-8 [doi]
- Minority Oversampling Using SensitivityJianjun Zhang 0004, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang 0001, Chris D. Nugent. 1-7 [doi]
- A-mode Ultrasound Driven Sensor Fusion for Hand Gesture RecognitionPeter Boyd, Honghai Liu. 1-6 [doi]
- Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point PrecisionYun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay. 1-8 [doi]
- An Ecology-based Index for Text Embedding and ClassificationAlessio Martino, Enrico De Santis, Antonello Rizzi. 1-8 [doi]
- Cascading Top-Down Attention for Visual Question AnsweringWeidong Tian, Rencai Zhou, Zhongqiu Zhao. 1-7 [doi]
- Dynamic Bus Arrival Time Prediction: A temporal difference learning approachVignesh L. K. P, Avinash Achar, Gokul Karthik. 1-8 [doi]
- Connection Sparsification and Orbit Stabilization of Dynamic Binary Neural Networks based on Multiobjective Evolutionary AlgorithmsTomoyuki Togawa, Toshimichi Saito. 1-6 [doi]
- Solving Discrete Dynamic Nonlinear Equation System Using New-Type DTG Model With Occasionally-Singular Jacobian MatrixBinbin Qiu, Jinjin Guo, Xiaodong Li, Yunong Zhang. 1-8 [doi]
- Sparse Attributed Network Embedding via Adaptively Aggregating Neighborhood InformationYing Chen, Jingwei Zheng, Dagang Li. 1-8 [doi]
- Laplacian-based Semi-supervised Multi-Label RegressionVivien Kraus, Khalid Benabdeslem, Bruno Canitia. 1-8 [doi]
- DAGNet: Exploring the Structure of Objects for Saliency DetectionHaobo Rao, Zhiheng Zhou, Bo Li, Xin Shu. 1-8 [doi]
- Students Performance Prediction in Online Courses Using Machine Learning AlgorithmsRaghad Al-Shabandar, Abir Hussain, Robert Keight, Wasiq Khan. 1-7 [doi]
- Adversarial Cross-Lingual Transfer Learning for Slot Tagging of Low-Resource LanguagesKeqing He, Yuanmeng Yan, Weiran Xu. 1-8 [doi]
- Arbitrary Chinese Font Generation from a Single ReferenceZhichen Lai, Chenwei Tang, Jiancheng Lv. 1-7 [doi]
- A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain SignalsEssam Soliman Debie, Nour Moustafa, Monica T. Whitty. 1-8 [doi]
- 3D Memristor Crossbar Architecture for a Multicore Neuromorphic SystemB. Rasitha Fernando, Yangjie Qi, Chris Yakopcic, Tarek M. Taha. 1-8 [doi]
- Investigating Deep Convolution Conditional GANs for Electrocardiogram GenerationDeepankar Nankani, Rashmi Dutta Baruah. 1-8 [doi]
- IO-aware Factorization Machine for User Response PredictionZhenhao Hu, Chao Peng, Cheng He, Haibin Cai. 1-8 [doi]
- Cross-Scale Correlation Stereo NetworkChao Yang, Wenbin Yao, Xiaoyong Li. 1-6 [doi]
- Unveiling Parkinson's Disease Features from a Primate Model with Deep Neural NetworksCaetano M. Ranieri, Renan C. Moioli, Roseli A. F. Romero, Mariana F. P. de Araújo, Maxwell Barbosa De Santana, Jhielson M. Pimentel, Patrícia A. Vargas. 1-8 [doi]
- Audio-Visual Weakly Supervised Approach for Apathy Detection in the ElderlyGarima Sharma, Jyoti Joshi, Radia Zeghari, Rachid Guerchouche. 1-7 [doi]
- A Deep Transfer Learning Approach for Fake News DetectionTanik Saikh, Haripriya B., Asif Ekbal, Pushpak Bhattacharyya. 1-8 [doi]
- Dual Semantic Relationship Attention Network for Image-Text MatchingKeyu Wen, Xiaodong Gu. 1-7 [doi]
- Explaining AI for Malware Detection: Analysis of Mechanisms of MalConvShamik Bose, Timothy Barao, Xiuwen Liu. 1-8 [doi]
- Multivariate Time Series Prediction with PID-based Residual CompensationJinxin Liu, Qiangxing Tian, Donglin Wang. 1-7 [doi]
- Multiple Stock Time Series Jointly Forecasting with Multi-Task LearningTao Ma, Ying Tan. 1-8 [doi]
- Gated Graph Pooling with Self-Loop for Graph ClassificationXiaolong Fan, Maoguo Gong, Hao Li, Yue Wu, Shanfeng Wang. 1-7 [doi]
- An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural NetworkThanh Tung Khuat, Fang Chen, Bogdan Gabrys. 1-9 [doi]
- RailNet: An Information Aggregation Network for Rail Track SegmentationHaoran Li, Qichao Zhang, Dongbin Zhao, Yaran Chen. 1-7 [doi]
- Robust feature learning method for epileptic seizures prediction based on long-term EEG signalsAsma Baghdadi, Rahma Fourati, Yassine Aribi, Patrick Siarry, Adel M. Alimi. 1-7 [doi]
- A Guided Learning Approach for Generative Adversarial NetworksSidhant Nagpal, Siddharth Verma, Shikhar Gupta, Swati Aggarwal. 1-8 [doi]
- Hyperparameter Optimization in Binary Communication Networks for Neuromorphic DeploymentMaryam Parsa, Catherine D. Schuman, Prasanna Date, Derek C. Rose, Bill Kay, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy 0001. 1-9 [doi]
- Motor strength classification with machine learning approaches applied to anatomical neuroimagesFrancesco Bardozzo, Sebastian Cano Uribe, Andrea G. Russo, Mateo Jiménez Castaño, Mattia Delli Priscolli, Fabrizio Esposito, Roberto Tagliaferri. 1-8 [doi]
- A Bayesian perspective on classical controlManuel Baltieri. 1-8 [doi]
- Correlated Mixed Membership Modeling for Somatic MutationsRahul Mehta 0002, Müge Karaman. 1-8 [doi]
- Exploiting Residual Edge Information in Deep Fully Convolutional Neural Networks For Retinal Vessel SegmentationTariq Mahmood Khan, Syed Saud Naqvi, Muhammad Arsalan, Muhamamd Aurangzeb Khan, Haroon Ahmed Khan, Muhammad Adnan Haider. 1-8 [doi]
- Enhancing Perceptual Loss with Adversarial Feature Matching for Super-ResolutionRavi Tej Akella, Shirsendu Sukanta Halder, Arunav Pratap Shandeelya, Vinod Pankajakshan. 1-8 [doi]
- Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team RewardHassam Ullah Sheikh, Ladislau Bölöni. 1-8 [doi]
- ADMM Consensus for Deep LSTM NetworksAntonello Rosato, Federico Succetti, Marcello Barbirotta, Massimo Panella. 1-8 [doi]
- Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural NetworkMotoshi Abe, Jun'ichi Miyao, Takio Kurita. 1-8 [doi]
- Recurrent Neural Network-based Base Transceiver Station Power Supply System Failure PredictionYonas Yehualaeshet Tefera, Tewodros Kibatu, Bethelhem Seifu Shawel, Dereje Hailemariam Woldegebreal. 1-7 [doi]
- Hourly Global Solar Radiation Reconstruction Applying Machine LearningFrancesco Mercaldo, Antonella Santone, Francesco Tariello, Giuseppe Peter Vanoli. 1-8 [doi]
- Learning Arithmetic Operations With A Multistep Deep LearningBastien Nollet, Mathieu Lefort, Frédéric Armetta. 1-8 [doi]
- A Comparison of GANs-Based Approaches for Combustor System Fault DetectionRui Xu, Weizhong Yan. 1-8 [doi]
- Low-Quality Rendering-Driven 6D Object Pose Estimation from Single RGB ImageGuoyu Zuo, Chengwei Zhang, Hongxing Liu, Daoxiong Gong. 1-8 [doi]
- Code Pointer Network for Binary Function Scope IdentificationVan Nguyen, Trung Le, Tue Le, Khanh Nguyen, Olivier Y. de Vel, Paul Montague, Dinh Phung. 1-7 [doi]
- Heterogeneous Graph Attention Networks for Early Detection of Rumors on TwitterQi Huang, Junshuai Yu, Jia Wu 0001, Bin Wang 0004. 1-8 [doi]
- A Topic Modeling Approach To Evaluate The Comments Consistency To Source CodeMartina Iammarino, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile. 1-8 [doi]
- Control of Complex Nonlinear Dynamic Systems with Incremental Deep Learning Neural NetworksAntonio Moran, Masao Nagai. 1-8 [doi]
- The Deep Quality-Value Family of Deep Reinforcement Learning AlgorithmsMatthia Sabatelli, Gilles Louppe, Pierre Geurts, Marco A. Wiering. 1-8 [doi]
- Stylised Image Generation From Deep Neural NetworksYameng Peng, Vic Ciesielski. 1-8 [doi]
- HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions PredictionHuaming Chen, Yaochu Jin, Lei Wang 0001, Chi-Hung Chi, Jun Shen 0001. 1-8 [doi]
- CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream ClassificationMaroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu. 1-8 [doi]
- On the automatic calibration of fully analogical spiking neuromorphic chipsDaniele M. Papetti, Simone Spolaor, Daniela Besozzi, Paolo Cazzaniga, Marco Antoniotti, Marco S. Nobile. 1-8 [doi]
- RED: Deep Recurrent Neural Networks for Sleep EEG Event DetectionNicolás I. Tapia, Pablo A. Estévez. 1-8 [doi]
- Feature Bagging and Extreme Learning Machines: Machine Learning with Severe Memory ConstraintsKallin Khan, Edward Ratner, Robert Ludwig, Amaury Lendasse. 1-7 [doi]
- Learning with Partial Multi-OutlooksJing Chen, Yi He, Vijay Raghavan. 1-8 [doi]
- Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector RegressorSevegni Odilon Clement Allognon, Alceu de Souza Britto Jr., Alessandro L. Koerich. 1-8 [doi]
- Breast Cancer Histopathological Image Classification Based on Deep Second-order Pooling NetworkJiasen Li, Jianxin Zhang, Qiule Sun, HengBo Zhang, Jing Dong, Chao Che, Qiang Zhang 0008. 1-7 [doi]
- Neural Network based Explicit Mixture Models and Expectation-maximization based LearningDong Liu 0009, Minh Thành Vu, Saikat Chatterjee, Lars K. Rasmussen. 1-10 [doi]
- BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite GraphXiaobo Shu, Mengge Xue, Yanzeng Li, Zhenyu Zhang 0006, Tingwen Liu. 1-8 [doi]
- Generalising Recursive Neural Models by Tensor DecompositionDaniele Castellana, Davide Bacciu. 1-8 [doi]
- Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANsYuwei Sun, Hideya Ochiai, Hiroshi Esaki. 1-8 [doi]
- Unsupervised Learning of Disentangled Location EmbeddingsKun Ouyang, Yuxuan Liang, Ye Liu 0002, David S. Rosenblum, Wenzhuo Yang. 1-8 [doi]
- Unleashing the Potential of Attention Model for News Headline GenerationYong Liao, Kui Meng, Jianshen Zhang, Gongshen Liu. 1-8 [doi]
- A Self-Organizing Modular Neural Network for Nonlinear System ModelingXi Meng, Limin Quan, Junfei Qiao. 1-8 [doi]
- Loss Surface Modality of Feed-Forward Neural Network ArchitecturesAnna Sergeevna Bosman, Andries Petrus Engelbrecht, Mardé Helbig. 1-8 [doi]
- A Deep Model for Joint Object Detection and Semantic Segmentation in Traffic ScenesJizhi Peng, Zhixiong Nan, Linhai Xu, Jingmin Xin, Nanning Zheng 0001. 1-8 [doi]
- Early Detection of Parkinson Disease using Deep Neural Networks on Gait DynamicsLerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori. 1-8 [doi]
- Design of a Morlet wavelet control algorithm using super-twisting sliding modes applied to an induction machineDaniel A. Magallón, Carlos E. Castañeda, Francisco Jurado 0003, Onofre A. Morfin. 1-8 [doi]
- Object Detection by Integrating Scene-Level Semantic Information and Border Regression ReinforcementYu Quan, Zhixin Li, Canlong Zhang, Huifang Ma. 1-8 [doi]
- Beyond-Visual-Range Air Combat Tactics Auto-Generation by Reinforcement LearningHaiyin Piao, Zhixiao Sun, Guanglei Meng, Hechang Chen, Bohao Qu, Kuijun Lang, Yang Sun, Shengqi Yang, Xuanqi Peng. 1-8 [doi]
- An Improved Template Representation-based Transformer for Abstractive Text SummarizationJiaming Sun, Yunli Wang, Zhoujun Li. 1-8 [doi]
- An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral StringsAndre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Robert Sabourin, Luiz E. S. Oliveira. 1-8 [doi]
- Locality Sensitive Batch Selection for Triplet NetworksKyle Martin, Nirmalie Wiratunga, Sadiq Sani. 1-8 [doi]
- Reinforcement-based Program Induction in a Neural Virtual MachineGarrett E. Katz, Khushboo Gupta, James A. Reggia. 1-8 [doi]
- Vocoder-free End-to-End Voice Conversion with Transformer NetworkJune-Woo Kim, Ho-Young Jung, Minho Lee. 1-8 [doi]
- Should I Stay or Should I Grow? A Dynamic Self-Governed Growth for Determining Hidden Layer Size in a Multilayer PerceptronMatt Ross, Nareg Berberian, Sylvain Chartier. 1-8 [doi]
- Hybrid Pooling Networks for Few-shot LearningShaoqing Tan, Ruoyu Yang. 1-8 [doi]
- Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for RegressionZiang Liu, Dongrui Wu. 1-7 [doi]
- Feature Map Transform Coding for Energy-Efficient CNN InferenceBrian Chmiel, Chaim Baskin, Evgenii Zheltonozhskii, Ron Banner, Yevgeny Yermolin, Alex Karbachevsky, Alex M. Bronstein, Avi Mendelson. 1-9 [doi]
- Enhancing Music Recommendation with Social Media Content: an Attentive Multimodal Autoencoder ApproachTiancheng Shen, Jia Jia 0001, Yan Li, Hanjie Wang, Bo Chen. 1-8 [doi]
- Neural Network-based Artifact Detection in Local Field Potentials Recorded from Chronically Implanted Neural ProbesMarcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Avarua, David Gugganmos, Randolph Xudo, Michela Chiappalone. 1-8 [doi]
- Online Knowledge Acquisition with the Selective Inherited ModelXiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao 0001. 1-7 [doi]
- A reputation-enhanced model for trust-based collaborative filtering recommender systemLinshan Shen, Shaobin Huang, Xiangke Mao. 1-7 [doi]
- TRec: Sequential Recommender Based On Latent Item Trend InformationYe Tao, Can Wang 0004, Lina Yao, Weimin Li, Yonghong Yu. 1-8 [doi]
- Vehicle Re-Identification by Deep Feature Embedding and Approximate Nearest NeighborsArtur O. R. Franco, Felipe F. Soares, Aloísio Vieira Lira Neto, José A. F. de Macêdo, Paulo A. L. Rego, Fernando A. C. Gomes, José G. R. Maia. 1-8 [doi]
- Triplet Loss for Knowledge DistillationHideki Oki, Motoshi Abe, Jyunichi Miyao, Takio Kurita. 1-7 [doi]
- Joint Heart Sounds Segmentation and Murmur Detection with Masked Loss FunctionTomasz Grzywalski, Adam Maciaszek, Riccardo Belluzzo, Krzysztof Szarzynski, Mateusz Piecuch, Honorata Hafke-Dys. 1-6 [doi]
- Few Features Attack to Fool Machine Learning Models through Mask-based GANFeng Chen, Yunkai Shang, Jincheng Hu, Bo Xu 0011. 1-7 [doi]
- Can Adam Smith's Invisible Hand phenomenon be used for the analysis of Fourth Estate's impact and behavior?Tadeusz Szuba, Danuta Sztuba. 1-8 [doi]
- Soft Rotation Equivariant Convolutional Neural NetworksEduardo Castro, José Costa Pereira, Jaime S. Cardoso. 1-8 [doi]
- HAMLET - A Learning Curve-Enabled Multi-Armed Bandit for Algorithm SelectionMischa Schmidt, Julia Gastinger, Sebastien Nicolas, Anett Schülke. 1-8 [doi]
- Reinforcement Learning based Neural Architecture Search for Audio TaggingHaiyang Liu, Cheng Zhang. 1-8 [doi]
- Toward Improving the Evaluation of Visual Attention Models: a Crowdsourcing ApproachDario Zanca, Stefano Melacci, Marco Gori. 1-8 [doi]
- Deep Learning Towards Intelligent Vehicle Fault DiagnosisMohammed Al-Zeyadi, Javier Andreu-Perez, Hani Hagras, Chris Royce, Darren Smith, Piotr Rzonsowski, Ali Malik. 1-7 [doi]
- DQR: Deep Q-Routing in Software Defined NetworksSyed Qaisar Jalil, Mubashir Husain Rehmani, Stephan K. Chalup. 1-8 [doi]
- Scaled-up Neuromorphic Array Communications Controller (SNACC) for Large-scale Neural NetworksAaron R. Young, Adam Z. Foshie, Mark E. Dean, James S. Plank, Garrett S. Rose, J. Parker Mitchell, Catherine D. Schuman. 1-8 [doi]
- Joint Entity Linking and Relation Extraction with Neural Networks for Knowledge Base PopulationZhenyu Zhang 0006, Xiaobo Sind, Tingwen Liu, Zheng Fang, Quangang Li. 1-8 [doi]
- Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise RecognitionAnjana Wijekoon, Nirmalie Wiratunga, Kay Cooper. 1-8 [doi]
- A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer LearningAldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim, Alexandre M. M. Santos, José G. R. Maia, Fernando Antonio Mota Trinta, José A. F. de Macêdo, Pedro P. R. Filho, Paulo A. L. Rego. 1-8 [doi]
- Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral NormalizationJia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma. 1-8 [doi]
- Online Evolving Spiking Neural Networks for Incremental Air Pollution PredictionPiotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik. 1-8 [doi]
- Kernelized Constrained Gaussian Fields and Harmonic Functions for Semi-supervised LearningCelso André R. de Sousa. 1-8 [doi]
- Adversarial Robustness of Model SetsIstván Megyeri, István Hegedüs, Márk Jelasity. 1-8 [doi]
- Implicit Discriminator in Variational AutoencoderPrateek Munjal, Akanksha Paul, Narayanan C. Krishnan. 1-8 [doi]
- Non-Intrusive Appliance Load Monitoring in an Intelligent Device at the Edge layerJosé Alonso Aguirre-Núñez, Juan Pablo Serrano Rubio, Rafael Herrera Guzmán. 1-8 [doi]
- FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule NetworksAlberto Marchisio, Beatrice Bussolino, Alessio Colucci, Muhammad Abdullah Hanif, Maurizio Martina, Guido Masera, Muhammad Shafique 0001. 1-8 [doi]
- Weakly Supervised Object Localization Using Self-Paced Pyramid Adversarial LearningFucheng Pan, Beilei Bian, Binxu Wang, Yueping Yang, Xiaoming Ju. 1-8 [doi]
- Deep Learning based Prediction of EEG Motor Imagery of Stroke Patients' for Neuro-Rehabilitation ApplicationHaider Raza, Anirban Chowdhury, Saugat Bhattacharyya. 1-8 [doi]
- Application of PSO-GA&CGA in Sea-Clutter Doppler Spectrum ModelingShu-Bin Zhang, Tingting Ji, Wen-Yuan Wang, Jin-Peng Zhang. 1-8 [doi]
- Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic ProcessorMattias Nilsson, Foteini Liwicki, Fredrik Sandin. 1-7 [doi]
- Deep Reinforcement Learning for Motion Planning of Quadrotors Using Raw Depth ImagesEfe Camci, Domenico Campolo, Erdal Kayacan. 1-7 [doi]
- Hybrid Gray-Scale and Fuzzy Morphological/Linear Perceptrons Trained By Extreme Learning MachinePeter Sussner, Israel Campiotti, Manuel Alejandro Quispe Torres. 1-8 [doi]
- Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-EmbeddingUsman Naseem, Katarzyna Musial, Peter W. Eklund, Mukesh Prasad. 1-8 [doi]
- Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning MethodsRamon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Naylene Fraccanabbia, Viviana Cocco Mariani, Leandro dos Santos Coelho. 1-8 [doi]
- Sky/Ground Segmentation Using Different ApproachesArlete Teresinha Beuren, Alceu de Souza Britto Jr., Jacques Facon. 1-8 [doi]
- General Fair Empirical Risk MinimizationLuca Oneto, Michele Donini, Massimiliano Pontil. 1-8 [doi]
- Regression-based Music Emotion Prediction using Triplet Neural NetworksKin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans. 1-7 [doi]
- A Rating Bias Formulation based on Fuzzy Set for RecommendationMingming Li, Fuqing Zhu, Jiao Dai, Liangjun Zang, Yipeng Su, Jizhong Han, Songlin Hu. 1-8 [doi]
- IoT Attack Detection with Deep Learning AnalysisRiccardo Pecori, Amin Tayebi, Armando Vannucci, Luca Veltri. 1-8 [doi]
- Uncovering Human Multimodal Activity Recognition with a Deep Learning ApproachCaetano M. Ranieri, Patrícia A. Vargas, Roseli A. F. Romero. 1-8 [doi]
- Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint SatisfactionChris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass. 1-8 [doi]
- A Probabilistic Beat-to-Beat Filtering Model for Continuous and Accurate Blood Pressure EstimationZehua Chen, Bruno Scalzo Dees, Danilo P. Mandic. 1-6 [doi]
- Cross-Situational Learning with Reservoir Computing for Language Acquisition ModellingAlexis Juven, Xavier Hinaut. 1-8 [doi]
- Joint Representation Learning with Deep Quadruplet Network for Real-Time Visual TrackingDawei Zhang 0002, Zhonglong Zheng. 1-8 [doi]
- TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case StudyRaghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch. 1-8 [doi]
- EDNet: A Mesoscale Eddy Detection Network with Multi-Modal DataZhenlin Fan, Guoqiang Zhong 0001, Hongxu Wei, Haitao Li. 1-7 [doi]
- Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning ApproachesGiulia Serafini, Ping Yi, Qingquan Zhang, Marco Brambilla 0001, Jiayue Wang, Yiwei Hu, Beibei Li. 1-8 [doi]
- Multi-Channel Co-Attention Network for Visual Question AnsweringWeidong Tian, Bin He, Nanxun Wang, Zhongqiu Zhao. 1-8 [doi]
- Multi-paragraph Reading Comprehension with Token-level Dynamic Reader and Hybrid VerifierYilin Dai, Qian Ji, Gongshen Liu, Bo Su. 1-8 [doi]
- Multi-Robot Cooperative Target Encirclement through Learning Distributed Transferable PolicyTianle Zhang, Zhen Liu 0020, Shiguang Wu, Zhiqiang Pu, Jianqiang Yi. 1-8 [doi]
- On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening ImageryQian Wang, Neelanjan Bhowmik, Toby P. Breckon. 1-8 [doi]
- Bio-inspired technique for improving machine learning speed and big data processingAndronicus Ayobami Akinyelu. 1-8 [doi]
- VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing DataRicardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues. 1-7 [doi]
- Cross-View Gait Recognition Based on U-NetIsrael Raul Tiñini Alvarez, Guillermo Sahonero-Alvarez. 1-7 [doi]
- Effective Deep Reinforcement Learning Setups for Multiple Goals on Visual NavigationLuiz Ricardo Takeshi Horita, Denis Fernando Wolf, Valdir Grassi. 1-8 [doi]
- Airplane Detection in Optical Remote Sensing Video Using Spatial and Temporal FeaturesJing Bai 0003, Wentao Yu, Anran Yuan, Zhu Xiao. 1-7 [doi]
- Quantifying Uncertainty in Neural Network Ensembles using U-StatisticsJordan Schupbach, John W. Sheppard, Tyler Forrester. 1-8 [doi]
- IT-Block: Inverted Triangle Block embedded U-Net for Medical Image SegmentationXueyang Li, Yongfeng Huang, Cairong Yan, Lihao Liu. 1-8 [doi]
- Range-Doppler Detection in Automotive Radar with Deep LearningWeichong Ng, Guohua Wang, Siddhartha 0001, Zhiping Lin, Bhaskar Jyoti Dutta. 1-8 [doi]
- Parsimonious Computing: A Minority Training Regime for Effective Prediction in Large Microarray Expression Data SetsShailesh Sridhar, Snehanshu Saha, Azhar Shaikh, Rahul Yedida, Sriparna Saha 0001. 1-8 [doi]
- MARLeME: A Multi-Agent Reinforcement Learning Model Extraction LibraryDmitry Kazhdan, Zohreh Shams, Pietro Liò. 1-8 [doi]
- Anomaly Detection in Trajectory Data with Normalizing FlowsMadson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva. 1-8 [doi]
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- Conditioning Autoencoder Latent Spaces for Real-Time Timbre Interpolation and SynthesisJoseph T. Colonel, Sam Keene. 1-7 [doi]
- Crowd Flow Forecasting with Multi-Graph Neural NetworksXu Zhang, Ruixu Cao, Zuyu Zhang, Ying Xia. 1-7 [doi]
- Lung Cancer Detection and Characterisation through Genomic and Radiomic BiomarkersLuca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone. 1-8 [doi]
- Federated Multi-task Learning with Hierarchical Attention for Sensor Data AnalyticsYujing Chen, Yue Ning, Zheng Chai, Huzefa Rangwala. 1-8 [doi]
- On the Trend-corrected Variant of Adaptive Stochastic Optimization MethodsBingxin Zhou, Xuebin Zheng, Junbin Gao. 1-8 [doi]
- Towards Best Practice in Explaining Neural Network Decisions with LRPMaximilian Kohlbrenner, Alexander Bauer 0001, Shinichi Nakajima, Alexander Binder, Wojciech Samek, Sebastian Lapuschkin. 1-7 [doi]
- RelationNet2: Deep Comparison Network for Few-Shot LearningXueting Zhang, Yuting Qiang, Flood Sung, Yongxin Yang, Timothy M. Hospedales. 1-8 [doi]
- Predicting Human Errors from Gaze and Cursor MovementsRachid Riad Saboundji, Róbert-Adrian Rill. 1-8 [doi]
- Deep Learning for Cavitating Marine Propeller Noise Prediction at Design StageLuca Oneto, Francesca Cipollini, Leonardo Miglianti, Giorgio Tani, Stefano Gaggero, Michele Viviani, Andrea Coraddu. 1-10 [doi]
- Stochastic Adversarial Learning for Domain AdaptationJen-Tzung Chien, Ching-Wei Huang. 1-7 [doi]
- YOLOv3 Precision Improvement by the Weighted Centers of Confidence SelectionAdrian Horzyk, Efe Ergün. 1-8 [doi]
- Wavelet Denoising and Attention-based RNN- ARIMA Model to Predict Forex PriceZhiwen Zeng, Matloob Khushi. 1-7 [doi]
- The Impact of Audio Input Representations on Neural Network based Music TranscriptionKin Wai Cheuk, Kat Agres, Dorien Herremans. 1-6 [doi]
- Learning Filterbanks from Raw Waveform for Accent ClassificationRashmi Kethireddy, Sudarsana Reddy Kadiri, Suryakanth V. Gangashetty. 1-6 [doi]
- P-DNN: An Effective Intrusion Detection Method based on Pruning Deep Neural NetworkMingjian Lei, Xiaoyong Li, Binsi Cai, Yunfeng Li, Limengwei Liu, Wenping Kong. 1-9 [doi]
- Interpretability vs. Complexity: The Friction in Deep Neural NetworksJosé P. Amorim, Pedro H. Abreu, Mauricio Reyes 0001, João A. M. Santos. 1-7 [doi]
- Relative Vehicle Velocity Estimation Using Monocular Video StreamDeepak Kumar Jain, Rachna Jain, Lingin Cai, Meenu Gupta, Yash Upadhyay. 1-8 [doi]
- Heterogeneous Information Network Embedding with Convolutional Graph Attention NetworksMeng Cao, Xiying Ma, Kai Zhu, Ming Xu, Chongjun Wang. 1-8 [doi]
- Grammatical Error Detection with Self Attention by Pairwise TrainingQuanbin Wang, Ying Tan 0002. 1-7 [doi]
- Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior InformationZhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Gilles Perrot, Raphaël Couturier. 1-8 [doi]
- Bias-regularised Neural-Network Metamodelling of Insurance Portfolio RiskWei Luo 0001, Akib Mashrur, Antonio Robles-Kelly, Gang Li 0009. 1-8 [doi]
- Binarized Attributed Network Embedding via Neural NetworksHangyu Xia, Neng Gao, Jia Peng, Jingjie Mo, Jiong Wang. 1-8 [doi]
- The BlockChain Neural Network: Neuron as a ServiceWill Serrano. 1-9 [doi]
- DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality PredictionShaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He 0001. 1-8 [doi]
- Attention-based Deep Learning Model for Text Readability EvaluationYuxuan Sun, Keying Chen, Lin Sun, Chenlu Hu. 1-8 [doi]
- Penalty-based Sequence Generative Adversarial Networks with Enhanced Transformer for Text GenerationMingjun Duan, Yubai Li. 1-6 [doi]
- Squeezed Deep 6DoF Object Detection using Knowledge DistillationHeitor Feliz, Walber M. Rodrigues, David Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin. 1-7 [doi]
- Myocardial Infarction Detection and Quantification Based on a Convolution Neural Network with Online Error Correction CapabilitiesShui-Hua Wang, Gerry McCann, Ivan Tyukin. 1-8 [doi]
- Image Generation for Efficient Neural Network Training in Autonomous Drone RacingThéo Morales, Andriy Sarabakha, Erdal Kayacan. 1-8 [doi]
- Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous SpeechLuca Pedrelli, Xavier Hinaut. 1-8 [doi]
- High Capacity Neural Block Classifiers with Logistic Neurons and Random CodingOlaoluwa Adigun, Bart Kosko. 1-9 [doi]
- GRANT: Ground-Roaming Autonomous Neuromorphic TargeterJonathan D. Ambrose, Adam Z. Foshie, Mark E. Dean, James S. Plank, Garrett S. Rose, J. Parker Mitchell, Catherine D. Schuman, Grant Bruer. 1-8 [doi]
- Q-learning with exploration driven by internal dynamics in chaotic neural networkToshitaka Matsuki, Souya Inoue, Katsunari Shibata. 1-7 [doi]
- Detection of Malicious SCADA Communications via Multi-Subspace Feature SelectionEhsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif. 1-8 [doi]
- Hybridization of Data and Model based Object Detection for Tracking in Flash LidarsKruttidipta Samal, Marilyn Wolf, Saibal Mukhopadhyay. 1-6 [doi]
- Two-stage Strategy for Small-footprint Wake-up-word Speech Recognition SystemXinya You, Yajie Zhao, Mingyuan Sun. 1-6 [doi]
- Multi-agent system for dynamic schedulingBernardo M. Firme, Guilherme Lopes, Miguel S. E. Martins, Tiago Coito, Joaquim L. Viegas, João M. C. Sousa, João C. P. Reis, João Figueiredo, Susana M. Vieira. 1-8 [doi]
- Effective Linear Policy Gradient Search through Primal-Dual ApproximationYiming Peng, Gang Chen 0002, Mengjie Zhang. 1-8 [doi]
- Item Response Theory for Evaluating Regression AlgorithmsJoão V. C. Moraes, Jessica T. S. Reinaldo, Ricardo B. C. Prudêncio, Telmo de Menezes e Silva Filho. 1-8 [doi]
- Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural ClassifierPranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram. 1-7 [doi]
- Budgeted Subset Selection for Fine-tuning Deep Learning Architectures in Resource-Constrained ApplicationsSubhankar Banerjee, Shayok Chakraborty. 1-10 [doi]
- Achieving Explainability of Intrusion Detection System by Hybrid Oracle-Explainer ApproachMateusz Szczepanski, Michal Choras, Marek Pawlicki, Rafal Kozik. 1-8 [doi]
- Deep Convolutional Spiking Neural Network Based Hand Gesture RecognitionWeijie Ke, Yannan Xing, Gaetano Di Caterina, Lykourgos Petropoulakis, John J. Soraghan. 1-7 [doi]
- DHD-Net: A Novel Deep-Learning-based Dehazing NetworkLiangru Xie, Hao Wang 0003, Zhuowei Wang, Lianglun Cheng. 1-7 [doi]
- Transfer Learning in Smart Home ScenarioSonia 0001, Rashmi Dutta Baruah. 1-8 [doi]
- Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song ConversionRema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar. 1-7 [doi]
- Identity-Preserving Realistic Talking Face GenerationSanjana Sinha, Sandika Biswas, Brojeshwar Bhowmick. 1-10 [doi]
- Automated Trading System for Stock Index Using LSTM Neural Networks and Risk ManagementThalita R. Silva, Audeliano W. Li, Edson O. Pamplona. 1-8 [doi]
- Stochastic Curiosity Maximizing ExplorationJen-Tzung Chien, Po-Chien Hsu. 1-8 [doi]
- A Comparative Study of Time and Frequency Domain Approaches to Deep Learning based Speech EnhancementSoha A. Nossier, Julie A. Wall, Mansour Moniri, Cornelius Glackin, Nigel Cannings. 1-8 [doi]
- Analysis of Information-Seeking Conversations with Process MiningAlexander Holstrup, Lasse Starklit, Andrea Burattin. 1-8 [doi]
- DSmith: Compiler Fuzzing through Generative Deep Learning Model with AttentionHaoran Xu, Yongjun Wang, Shuhui Fan, Peidai Xie, Aizhi Liu. 1-9 [doi]
- Multi-level Visual Fusion Networks for Image CaptioningDongming Zhou, Canlong Zhang, Zhixin Li, Zhiwen Wang. 1-8 [doi]
- When Explainability Meets Adversarial Learning: Detecting Adversarial Examples using SHAP SignaturesGil Fidel, Ron Bitton, Asaf Shabtai. 1-8 [doi]
- New Insights on Learning Rules for Hopfield Networks: Memory and Objective Function MinimisationPavel Tolmachev, Jonathan H. Manton. 1-8 [doi]
- A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-ServiceSimone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri. 1-8 [doi]
- Time Series Prediction by Quaternionic Qubit Neural NetworkTakuya Teguri, Teijiro Isokawa, Nobuyuki Matsui, Haruhiko Nishimura, Naotake Kamiura. 1-6 [doi]
- Cognitive Analysis of Mental States of People According to Ethical Decisions Using Deep Learning ApproachDipayan Dewan, Lidia Ghosh, Biswadeep Chakraborty, Abir Chowdhury, Amit Konar, Atulya K. Nagar. 1-8 [doi]
- Multi-Decoder RNN Autoencoder Based on Variational Bayes MethodDaisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi. 1-8 [doi]
- Mission-Aware Spatio-Temporal Deep Learning Model for UAS Instantaneous Density PredictionZiyi Zhao, Zhao Jin, Wentian Bai, Wentan Bai, Carlos Caicedo, Mustafa Cenk Gursoy, Qinru Qiu. 1-8 [doi]
- Knowledge-based Context-aware Multi-turn Conversational Model with Hierarchical AttentionChunquan Chen, Si Li. 1-8 [doi]
- Stock Price Manipulation Detection based on Autoencoder Learning of Stock Trades AffinityBaqar Rizvi, Ammar Belatreche, Ahmed Bouridane, Kamlesh Mistry. 1-8 [doi]
- Multi-Label classifier based on Kernel Random Vector Functional Link NetworkVikas Chauhan, Aruna Tiwari, Shivvrat Arya. 1-7 [doi]
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- Dynamic Graph Attention-Aware Networks for Session-Based RecommendationAhed Abugabah, Xiaochun Cheng, Jianfeng Wang. 1-7 [doi]
- Medical Formulation Recognition (MFR) using Deep Feature Learning and One Class SVMOmar Kawi, Kathy Clawson, Paul Dunn, Daniel Knight, Jonathan Hodgson, Yonghong Peng. 1-7 [doi]
- Improved Hierarchical Clustering with Non-locally Enhanced Features for Unsupervised Person Re-identificationWanyu Zhao, Bairong Li, Qinghua Gu, Yuesheng Zhu. 1-8 [doi]
- Metric Learning for Electrical Submersible Pump Fault DiagnosisLucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão, Alexandre Rodrigues Loureiros. 1-8 [doi]
- Discovering biomedical causality by a generative Bayesian causal network under uncertaintyTing Ye, Jun Liao, Xuewen Yan, Hao Luo, Wenbing Zhang, Li Liu 0001. 1-8 [doi]
- Reconstructing Natural Scenes from fMRI Patterns using BigBiGANMilad Mozafari, Leila Reddy, Rufin VanRullen. 1-8 [doi]
- pcIRM: Complex Ideal Ratio Masking for Speaker-Independent Monaural Source Separation with Utterance Permutation Invariant TrainingWen Zhang, Xiaoyong Li 0002, Aolong Zhou, Kaijun Ren, Junqiang Song. 1-8 [doi]
- A Novel Sleep Stage Classification via Combination of Fast Representation Learning and Semantic-to-Signal LearningHongxin Xiang, Ting Zeng, Yun Yang. 1-8 [doi]
- DCT-Conv: Coding filters in convolutional networks with Discrete Cosine TransformKarol Cheinski, Pawel Wawrzynski. 1-6 [doi]
- Monoceros: A New Approach for Training an Agent to Play FPS GamesRuiyang Yang, Hongyin Tang, Beihong Jin. 1-8 [doi]
- Improving the Style Adaptation for Unsupervised Cross-Domain Person Re-identificationWenyuan Zhang, Li Zhu, Lu Lu. 1-8 [doi]
- Gated Res2Net for Multivariate Time Series AnalysisChao Yang 0024, Mingxing Jiang, Zhongwen Guo, Yuan Liu. 1-7 [doi]
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- Attention-Based Multi-Model Ensemble for Automatic Cataract Detection in B-Scan Eye Ultrasound ImagesXiaofei Zhang, Jiancheng Lv, Heng Zheng, Yongsheng Sang. 1-10 [doi]
- Why Not? Tell us the Reason for Writer DissimilarityChandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein. 1-7 [doi]
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- EEG feature learning with Intrinsic Plasticity based Deep Echo State NetworkRahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi. 1-8 [doi]
- Deep Learning for Text Detection and Recognition in Complex Engineering DiagramsLaura Jamieson, Carlos Francisco Moreno-García, Eyad Elyan. 1-7 [doi]
- Voice over LTE Quality Evaluation Using Convolutional Neural NetworksThomas Gorman, Hadi Larijani, Ayyaz-Ul-Haq Qureshi. 1-7 [doi]
- Novel Fast Binary Hash for Content-based Solar Image RetrievalRafal Grycuk, Rafal Scherer. 1-7 [doi]
- Learning Label-Relational Output Structure for Adaptive Sequence LabelingKeqing He, Yuanmeng Yan, Hong Xu, Sihong Liu, Zijun Liu, Weiran Xu. 1-8 [doi]
- Learning representations in Bayesian Confidence Propagation neural networksNaresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman. 1-7 [doi]
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- Learning Single-view Object Reconstruction with Scaling Volume-View SupervisionZishu Gao, Guodong Yang, En Li, Zize Liang. 1-8 [doi]
- Gender Classification of EEG Signals using a Motif Attribute Classification EnsembleJean Li, Jeremiah D. Deng, Dirk De Ridder, Divya Adhia. 1-8 [doi]
- Automatic hyperparameter tuning in on-line learning: Classic Momentum and ADAMPawel Wawrzynski, Pawel Zawistowski, Lukasz Lepak. 1-8 [doi]
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- SAG-VAE: End-to-end Joint Inference of Data Representations and Feature RelationsChen Wang 0027, Chengyuan Deng, Vladimir Ivanov. 1-9 [doi]
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- Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised LearningEric Arazo, Diego Ortego, Paul Albert, Noel E. O'Connor, Kevin McGuinness. 1-8 [doi]
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- Compressive Recovery Defense: Defending Neural Networks Against ℓ2, ℓ∞, and ℓ0 Norm AttacksJasjeet Dhaliwal, Kyle Hambrook. 1-8 [doi]
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- Joint Medical Ontology Representation Learning for Healthcare PredictionsKe Wang, Ning Chen 0002, Ting Chen. 1-7 [doi]
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- A critical survey of STDP in Spiking Neural Networks for Pattern RecognitionAlex Vigneron, Jean Martinet. 1-9 [doi]
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- Vision-Based Analysis on Leaves of Tomato Crops for Classifying Nutrient Deficiency using Convolutional Neural NetworksClaudio Cevallos, Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva. 1-7 [doi]
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- Classifying Imbalanced Multi-modal Sensor Data for Human Activity Recognition in a Smart Home using Deep LearningAli A. Alani, Georgina Cosma, Aboozar Taherkhani. 1-8 [doi]
- Synthetic Sensor Data for Human Activity RecognitionFayez Alharbi, Lahcen Ouarbya, Jamie A. Ward. 1-9 [doi]
- Similar land-form discovery: Complex absolute-value max pooling in complex-valued convolutional neural networks in interferometric synthetic aperture radarYuki Sunaga, Ryo Natsuaki, Akira Hirose. 1-7 [doi]
- A Study of Emergency Department Patient Admittance PredictorsHarish Kumar Manchukonda, Shahram Rahimi, Alexander Sommers, Sean Bozorgzad, Junfeng Ma. 1-7 [doi]
- Analyzing the Capacity of Distributed Vector Representations to Encode Spatial InformationFlorian Mirus, Terrence C. Stewart, Jörg Conradt. 1-7 [doi]
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- An Improved Minimax-Q Algorithm Based on Generalized Policy Iteration to Solve a Chaser-Invader GameMinsong Liu, Yuanheng Zhu, Dongbin Zhao. 1-7 [doi]
- Universal Adversarial Perturbations in Epileptic Seizure DetectionAmir Aminifar. 1-6 [doi]
- A Calculation Method of the Similarity Between Trained Model and New Sample by using Gaussian DistributionAkihiro Matsufuji, Haruka Sekino, Eri Sato-Shimokawara, Toru Yamaguchi. 1-6 [doi]
- Online Meta-Forest for Regression Data StreamsAmmar Shaker, Christoph Gärtner, Xiao He, Shujian Yu. 1-8 [doi]
- Support Correlation Filters Tracking using Mask MatrixZhenyang Su, Jing Li 0055, Zhiquan Ding, Tianqi Qin, Yafu Xiao. 1-8 [doi]
- Segmented Pairwise Distance for Time Series with Large DiscontinuitiesJiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao. 1-8 [doi]
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- A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer PerceptronLilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang. 1-10 [doi]
- A Few-shot Dynamic Obstacle Avoidance Strategy in Unknown EnvironmentsXiaoxiao Li, Sheng Bi, Yongxing Wang, Min Dong, Zhangshao Chen. 1-7 [doi]
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- Automatic Tag Recommendation for Painting Artworks Using Diachronic DescriptionsGianluca Zuin, Adriano Veloso, João Cândido Portinari, Nivio Ziviani. 1-8 [doi]
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- Fully Convolutional Network for Removing DCT Artefacts From ImagesPatryk Najgebauer, Rafal Scherer, Leszek Rutkowski. 1-8 [doi]
- Convergence Rate Analysis of Viscosity Approximation based Gradient AlgorithmsPrayas Jain, Mridula Verma, Kaushal Kumar Shukla. 1-6 [doi]
- Constrained Manifold Learning for VideosIti Chaturvedi, Jin Xiang. 1-8 [doi]
- U-Net and Active Contour Methods for Brain Tumour Segmentation and VisualizationEstera Kot, Zuzanna Krawczyk, Krzysztof Siwek, Piotr S. Czwarnowski. 1-7 [doi]
- Convolutional Neural Network for Medical Image Classification using Wavelet FeaturesAmin Khatami, Asef Nazari, Amin Beheshti, Thanh Thi Nguyen 0001, Saeid Nahavandi, Jerzy Zieba. 1-8 [doi]
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- Cognitive Architecture for Video GamesHongming Li, Ying Ma, José C. Príncipe. 1-9 [doi]
- Interpretable Time-series Classification on Few-shot SamplesWensi Tang, Lu Liu, Guodong Long. 1-8 [doi]
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- A Feature Ensemble-based Approach to Malicious Domain Name Identification from Valid DNS ResponsesChen Zhao, Yongzheng Zhang 0002, Yipeng Wang 0001. 1-7 [doi]
- What You Get is More Than What You See - or Less - in Models of Human Decision MakingDaniel S. Levine 0001. 1-5 [doi]
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- Improved Stochastic Synapse Reinforcement Learning for Continuous Actions in Sharply Changing EnvironmentsSyed Naveed Hussain Shah, Dean Frederick Hougen. 1-8 [doi]
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- Autonomous Programming for General Purposes: Theory and ExperimentsJuyang Weng, Zejia Zheng, Xiang Wu, Juan L. Castro-Garcia. 1-8 [doi]
- Decision Surfaces of Localized ClassifiersCScott Brown, Ryan G. Benton. 1-8 [doi]
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- Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor AttacksMuhammad Umer, Glenn Dawson, Robi Polikar. 1-8 [doi]
- DVKCM: Knowledge-guided Conversation Generation with Dynamic VocabularyXu Wang, Shuai Zhao 0001, Bo Cheng 0001, Jiale Han, Xiangsheng Wei, Yi Liang, Hao Yang. 1-8 [doi]
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- Sliding Hierarchical Recurrent Neural Networks for Sequence ClassificationBo Li, Zhonghao Sheng, Wei Ye 0004, Jinglei Zhang, Kai Liu, Shikun Zhang. 1-8 [doi]
- "I'm Sorry Dave, I'm Afraid I Can't Do That" Deep Q-Learning from Forbidden ActionsMathieu Seurin, Philippe Preux, Olivier Pietquin. 1-8 [doi]
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- Similitude Attentive Relation Network for Click-Through Rate PredictionHangyu Deng, Yulong Wang, Jia Luo, Jinglu Hu. 1-8 [doi]
- Online Oversampling for Sparsely Labeled Imbalanced and Non-Stationary Data StreamsLukasz Korycki, Bartosz Krawczyk. 1-8 [doi]
- TERG: Topic-Aware Emotional Response Generation for ChatbotPei Huo, Yan Yang 0008, Jie Zhou 0015, Chengcai Chen, Liang He 0001. 1-8 [doi]
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- Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging StationsLuyang Hou, Shuai Ma, Jun Yan 0007, Chun Wang, Jia Yuan Yu. 1-8 [doi]
- Challenge Training to Simulate Inference in Machine TranslationWenjie Lu, Jie Zhou 0013, Leiying Zhou, Gongshen Liu, Quanhai Zhang. 1-8 [doi]
- Underwater object detection using Invert Multi-Class Adaboost with deep learningLong Chen 0019, Zhihua Liu, Lei Tong, Zheheng Jiang, Shengke Wang, Junyu Dong, Huiyu Zhou 0001. 1-8 [doi]
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- BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for NetworksAmirreza Salamat, Xiao Luo, Ali Jafari. 1-8 [doi]
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- Zero-Shot Source Code Author Identification: A Lexicon and Layout Independent ApproachPegah Hozhabrierdi, Dunai Fuentes Hitos, Chilukuri K. Mohan. 1-8 [doi]
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- Multivariate Time Series Classification Using Spiking Neural NetworksHaowen Fang, Amar Shrestha, Qinru Qiu. 1-7 [doi]
- SoC Kohonen Maps Based on Stochastic ComputingAlejandro Morán, Josep L. Rosselló, Miquel Roca, Vincent Canals. 1-7 [doi]
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- Discrete Memory Addressing Variational Autoencoder for Visual Concept LearningYanze Min, Hang Su 0006, Jun Zhu 0001, Bo Zhang 0010. 1-8 [doi]
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- Unsupervised Deep Imputed Hashing for Partial Cross-modal RetrievalDong Chen, MiaoMiao Cheng, Chen Min, Liping Jing. 1-8 [doi]
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- Deep Spiking Neural Network Using Spatio-temporal Backpropagation with Variable ResistanceXianglan Wen, Pengjie Gu, Rui Yan 0005, Huajin Tang. 1-7 [doi]
- Multi-Object Tracking Via Multi-AttentionXianrui Wang, Hefei Ling, Jiazhong Chen, Ping Li 0021. 1-8 [doi]
- Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion RecognitionAriel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad. 1-8 [doi]
- Latent space decomposition into task-specific and domain-specific subspaces for domain adaptationTakaya Ueda, Ikuko Nishikawa. 1-7 [doi]
- Classifying Oscillatory Signatures of Expert vs NonExpert MeditatorsPankaj Pandey, Krishna Prasad Miyapuram. 1-7 [doi]
- Data augmentation process to improve deep learning-based NER task in the automotive industry fieldAbdenacer Keraghel, Khalid Benabdeslem, Bruno Canitia. 1-8 [doi]
- The Variational InfoMax AutoEncoderVincenzo Crescimanna, Bruce Graham. 1-8 [doi]
- A Light-Weight Crowdsourcing Aggregation in Privacy-Preserving Federated Learning SystemKe Zhang, Siu-Ming Yiu, Lucas Chi Kwong Hui. 1-8 [doi]
- Unseen Target Stance Detection with Adversarial Domain GeneralizationZhen Wang, Qiansheng Wang, Chengguo Lv, Xue Cao, Guohong Fu. 1-8 [doi]
- Reinforced Sample Re-weighting for Pedestrian Attribute RecognitionYuan Liu, Zhiping Lin. 1-8 [doi]
- HLNet: Modeling High and Low Frequencies for Scene ParsingKaiqiang Xu, Zhulin An, Hui Zhu, Xiaolong Hu, Yongjun Xu. 1-8 [doi]
- Evaluating Explanations of Convolutional Neural Network Image ClassificationsSumeet S. Shah, John W. Sheppard. 1-8 [doi]
- Video object segmentation using spatio-temporal deep networkAkshaya Ramaswamy, Jayavardhana Gubbi, P. Balamuralidhar. 1-8 [doi]
- Plant Leaf Recognition Using Texture Features and Semi-Supervised Spherical K-means ClusteringShadi Alamoudi, Xia Hong 0001, Hong Wei. 1-8 [doi]
- On the brain-mind visual experiencesTania Re, Giuseppe Vitiello. 1-8 [doi]
- Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain AdaptationWen Zhang, Dongrui Wu. 1-8 [doi]
- Convolutional Neural Network with Inception Blocks for Image Compression Artifact ReductionPurbaditya Bhattacharya, Udo Zölzer. 1-8 [doi]
- Meta-Reward Model Based on Trajectory Data with k-Nearest Neighbors MethodXiaohui Zhu, Toshiharu Sugawara. 1-8 [doi]
- Approximating Optimisation Solutions for the Travelling Officer Problem with Neural NetworksWei Shao 0006, Jeffrey Chan, Flora D. Salim. 1-8 [doi]
- SECL: Separated Embedding and Correlation Learning for Demographic Prediction in Ubiquitous Sensor ScenarioYiwen Jiang, Wei Tang, Neng Gao, Chenyang Tu, Jia Peng, Min Li. 1-10 [doi]
- Lightweight Action Recognition with Sequence-Specific Global ContextYao Chen, Hefei Ling, Jiazhong Chen, Lei Wu 0010, Yuxuan Shi. 1-8 [doi]
- HDF: Hybrid Deep Features for Scene Image RepresentationChiranjibi Sitaula, Yong Xiang 0001, Anish Basnet, Sunil Aryal, Xuequan Lu. 1-8 [doi]
- GuideSQL: Utilizing Tables to Guide the Prediction of Columns for Text-to-SQL GenerationHuajie Wang, Lei Chen, Mei Li, Mengnan Chen. 1-7 [doi]
- The Variational Deficiency BottleneckPradeep Kr. Banerjee, Guido Montúfar. 1-8 [doi]
- Solar Power Forecasting Based on Ensemble Learning MethodsNaylene Fraccanabbia, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Leandro dos Santos Coelho, Viviana Cocco Mariani. 1-7 [doi]
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- Detecting Adversarial Audio via Activation Quantization ErrorHeng Liu 0004, Gregory Ditzler. 1-7 [doi]
- Deep Sequence Labelling Model for Information Extraction in Micro Learning ServiceJiayin Lin, Zhexuan Zhou, Geng Sun, Jun Shen 0001, David Pritchard, Tingru Cui, Dongming Xu, Li Li, Ghassan Beydoun. 1-10 [doi]
- An Inverse Prospect Theory Based-Approach for Linear Ordinal Ranking Aggregation with Its Application in Site Selection of Electric Vehicle Charging StationNana Liu, Zeshui Xu, Hangyao Wu, Peijia Ren, Fanlin Meng. 1-8 [doi]
- Deep Active Learning for Anomaly DetectionTiago Pimentel, Marianne Monteiro, Adriano Veloso, Nivio Ziviani. 1-8 [doi]
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- Deep High-order Asymmetric Supervised Hashing for Image RetrievalYongchao Yang, Jianxin Zhang, Qian Wang, Bin Liu. 1-7 [doi]
- Multi-Agent Connected Autonomous Driving using Deep Reinforcement LearningPraveen Palanisamy. 1-7 [doi]
- SBN: Scale Balance Network for Accurate Salient Object DetectionZhenshan Tan, Xiaodong Gu. 1-7 [doi]
- Meta-Path Generation Online for Heterogeneous Network EmbeddingTao Liang, Jin Liu. 1-8 [doi]
- Discrepancy-Aware Collaborative Representation for Unsupervised Domain AdaptationChao Han, Deyun Zhou, Yu Xie, Yu Lei, Jiao Shi, Maoguo Gong. 1-6 [doi]
- Towards Real-time Video Content Detection in Resource Constrained DevicesJhonatan Geremias, Altair O. Santin, Eduardo K. Viegas, Alceu S. Britto Jr.. 1-8 [doi]
- Adversarial Named Entity Recognition with POS label embeddingYuxuan Bai, Yu Wang, Bin Xia 0003, Yun Li, Ziye Zhu. 1-8 [doi]
- Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning ModelEmna Amri, Alexandre Benoît, Philippe Bolon, VéroniqueMigebielle, Bruno Conche, Georges Oppenheim. 1-8 [doi]
- Learning causal dependencies in large-variate time seriesGianluca Bontempi. 1-7 [doi]
- Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and CooperationFabricio A. Breve, Carlos N. Fischer. 1-8 [doi]
- Training DNN IoT Applications for Deployment On Analog NVM CrossbarsFernando García-Redondo, Shidhartha Das, Glen Rosendale. 1-8 [doi]
- Learning to Play Precision Ball Sports from scratch: a Deep Reinforcement Learning ApproachLiliana Antão, Armando Sousa, Luís Paulo Reis, Gil Gonçalves. 1-8 [doi]
- Regularized Training of Convolutional Autoencoders using the Rényi-Stratonovich Value of InformationIsaac J. Sledge, José C. Príncipe. 1-7 [doi]
- Fusion of Feature Selection Methods for Improving Model Accuracy in the Milling Process Data Classification ProblemMaciej Kusy, Roman Zajdel, Jacek Kluska, Tomasz Zabinski. 1-8 [doi]
- Fast Local Attack: Generating Local Adversarial Examples for Object DetectorsQuanyu Liao, Xin Wang 0045, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu. 1-8 [doi]
- Two Novel Approaches for Automatic Labelling in Semi-Supervised MethodsCephas A. S. Barreto, Anne Magály de Paula Canuto, João C. Xavier Junior, Arthur Costa Gorgônio, Douglas F. A. Lima, Ranna R. F. da Costa. 1-8 [doi]
- Machine learning with incomplete datasets using multi-objective optimization modelsHadi Akbarzadeh Khorshidi, Michael Kirley, Uwe Aickelin. 1-8 [doi]
- End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural NetworkJun Niu. 1-8 [doi]
- Recognizing Scoring in Basketball Game from AER Sequence by Spiking Neural NetworksJiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang. 1-8 [doi]
- RAD: Reinforced Attention Decoder Model On Question GenerationXin Li, Zhen Huang 0006, Feng Liu, Changjian Wang, Minghao Hu, Shiyi Xu, Yuxing Peng. 1-8 [doi]
- Layer-wise Adversarial Training Approach to Improve Adversarial RobustnessXiaoyi Chen, Ni Zhang. 1-8 [doi]
- Enhancing Textual Representation for Abstractive Summarization: Leveraging Masked DecoderRuipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin. 1-8 [doi]
- A Novel Adversarial Training Scheme for Deep Neural Network based Speech EnhancementSamuele Cornell, Emanuele Principi, Stefano Squartini. 1-8 [doi]
- Statistical and Geometrical Alignment using Metric Learning in Domain AdaptationRakesh Kumar Sanodiya, Alwyn Mathew, Jimson Mathew, Matloob Khushi. 1-8 [doi]
- Adaptive Graph Convolutional Networks with Attention Mechanism for Relation ExtractionZhixin Li, Yara Sun, Suqin Tang, Canlong Zhang, Huifang Ma. 1-8 [doi]
- Multiscale Adaptation Fusion Networks for Depth CompletionYongchi Zhang, Ping Wei, Huan Li, Nanning Zheng 0001. 1-7 [doi]
- Competition between ON and OFF Neural Pathways Enhancing Collision SelectivityFang Lei, Zhiping Peng, Vassilis Cutsuridis, Mei Liu, Yicheng Zhang, Shigang Yue. 1-8 [doi]
- An Experiment in Morphological Development for Learning ANN Based ControllersM. Naya-Varela, Andrés Faiña, Richard J. Duro. 1-8 [doi]
- Att-DARTS: Differentiable Neural Architecture Search for AttentionKohei Nakai, Takashi Matsubara, Kuniaki Uehara. 1-8 [doi]
- Multiple Instance Learning for Training Neural Networks under Label NoiseStefan Duffner, Christophe Garcia. 1-7 [doi]
- A Novel Design Method of Multi-Compartment Soma-Dendrite-Spine Model having Nonlinear Asynchronous CA Dynamics and its Applications to STDP-based Learning and FPGA ImplementationMasato Ishikawa, Hiroyuki Torikai. 1-8 [doi]
- Component Analysis for Visual Question Answering ArchitecturesCamila Kolling, Jonatas Wehrmann, Rodrigo C. Barros. 1-8 [doi]
- Improving Diversity and Reducing Redundancy in Paragraph CaptionsChandresh S. Kanani, Sriparna Saha 0001, Pushpak Bhattacharyya. 1-8 [doi]
- A 3D Convolutional Neural Network for Emotion Recognition based on EEG SignalsYuxuan Zhao, Jin Yang, Jinlong Lin, Dunshan Yu, Xixin Cao. 1-6 [doi]
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- Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's DiseaseEduardo Nigri, Nivio Ziviani, Fábio A. M. Cappabianco, Augusto Antunes, Adriano Veloso. 1-8 [doi]
- Hierarchical Component-attention Based Speaker Turn Embedding for Emotion RecognitionShuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins, Björn W. Schuller. 1-7 [doi]
- Improving Discrete Latent Representations With Differentiable Approximation BridgesJason Ramapuram, Russ Webb. 1-10 [doi]
- Cascade modeling with multihead self-attentionChaoChao Liu, Wenjun Wang 0002, Pengfei Jiao, Xue Chen 0005, Yueheng Sun. 1-8 [doi]
- WW-Nets: Dual Neural Networks for Object DetectionMohammad K. Ebrahimpour, J. Benjamin Falandays, Samuel Spevack, Ming-Hsuan Yang 0001, David C. Noelle. 1-8 [doi]
- Mitigating Outlier Effect in Online Regression: An Efficient Usage of Error Correntropy CriterionSajjad Bahrami, Ertem Tuncel. 1-6 [doi]
- Application of Spiking Neural Networks for Action Recognition from Radar DataDighanchal Banerjee, Smriti Rani, Arun M. George, Arijit Chowdhury, Sounak Dey, Arijit Mukherjee, Tapas Chakravarty, Arpan Pal. 1-10 [doi]
- Object Detection with Extended Attention and Spatial InformationYingda Guan, Zuochang Ye, Yan Wang. 1-8 [doi]
- PEDA 376K: A Novel Dataset for Deep-Learning Based Porn-DetectorsDanilo Coura Moreira, Eanes Torres Pereira, Marco Álvarez. 1-8 [doi]
- Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary StudySugam Budhraja, Basabdatta Sen Bhattacharya, Simon Durrant, Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov. 1-8 [doi]
- Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI PerformanceHaider Raza, Anirban Chowdhury, Saugat Bhattacharyya, Spyros Samothrakis. 1-8 [doi]
- Hierarchical Embedding for Code Search in Software Q&A SitesRuitong Li, Gang Hu, Min Peng. 1-10 [doi]
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- Developmental Learning of Value Functions in a Motivational System for Cognitive RoboticsAlejandro Romero, Francisco Bellas, Abraham Prieto, Richard J. Duro. 1-8 [doi]
- Improving the Performance of Neural Networks with an Ensemble of Activation FunctionsArijit Nandi, Nanda Dulal Jana, Swagatam Das. 1-7 [doi]
- Deep Learning and Domain Transfer for Orca Vocalization DetectionPaul Best, Maxence Ferrari, Marion Poupard, Sébastien Paris, Ricard Marxer, Helena Symonds, Paul Spong, Hervé Glotin. 1-7 [doi]
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- Deep Learning Based Unsupervised and Semi-supervised Classification for KeratoconusNicole Hallett, Kai Yi, Josef Dick, Christopher Hodge, Gerard Sutton, Yu Guang Wang 0001, Jingjing You. 1-7 [doi]
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- End-to-end Multimodel Deep Learning for Malware ClassificationElijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin. 1-7 [doi]
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- Hiding Data in Images Using Spectral Filtering and Deep Neural NetworksHadar Shalev, Peerly Setter, Ruth Kimchi, Hagit Hel-Or. 1-9 [doi]
- Multi-modal cyberbullying detection on social networksKaige Wang, Qingyu Xiong, Chao Wu, Min Gao 0001, Yang Yu. 1-8 [doi]
- CDNet++: Improved Change Detection with Deep Neural Network Feature CorrelationK. Ram Prabhakar, Akshaya Ramaswamy, Suvaansh Bhambri, Jayavardhana Gubbi, R. Venkatesh Babu, Balamuralidhar Purushothaman. 1-8 [doi]
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- Non-conjugate Posterior using Stochastic Gradient Ascent with Adaptive StepsizeKart Leong Lim. 1-8 [doi]
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- Localisation in Wireless Networks using Deep Bidirectional Recurrent Neural NetworksDavid Lynch, Lester T. W. Ho, Michael MacDonald, Michael O'Neill 0001. 1-8 [doi]
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- Predicting Gentrification in Mexico City using Neural NetworksLeon Palafox, Pedro Ortiz-Monasterio. 1-5 [doi]
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- Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative ModelQiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He. 1-8 [doi]
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- Design and Selection of Features under ERP for Correlating and Classifying between Brain Areas and Dyslexia via Machine LearningAlex Frid, Larry M. Manevitz. 1-8 [doi]
- Optimizing Recommendations for Clustering Algorithms Using Meta-LearningAdam Jilling, Marco Álvarez. 1-10 [doi]
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- Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural NetworksArthur Bridi Guazzelli, Mauro Roisenberg, Bruno B. Rodrigues. 1-8 [doi]
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- Automatic Policy Decomposition through Abstract State Space Dynamic SpecializationRene Sturgeon, François Rivest. 1-7 [doi]
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- Cross-Domain Data Fusion On Distribution Network Voltage Estimation with D-S Evidence TheoryYuanbin Zhu, Chenghong Gu, Furong Li. 1-6 [doi]
- Enhancing Multivariate Time Series Classification Using LSTM and Evidence Feed Forward HMMAchyut Mani Tripathi. 1-7 [doi]
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- Stochastic Convolutional Recurrent NetworksJen-Tzung Chien, Yu-Min Huang. 1-6 [doi]
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- Reconstructing Abstract Concepts and their Blends Via Computational Cognitive ModelingRahul Sharma 0008, Bernardete Ribeiro, Alexandre Miguel Pinto, F. Amílcar Cardoso. 1-6 [doi]
- Working-memory prefrontal model for cognitive flexibility in task-switching and selectionJulien Abrossimoff, Alexandre Pitti, Philippe Gaussier. 1-7 [doi]
- Adaptive XGBoost for Evolving Data StreamsJacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet. 1-8 [doi]
- DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic SegmentationSeung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim 0001. 1-8 [doi]
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- Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataAnil Goyal, Jihed Khiari. 1-8 [doi]
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- A Semantic Subgraphs Based Link Prediction Method for Heterogeneous Social Networks with Graph Attention NetworksKai Zhu, Meng Cao. 1-8 [doi]
- A new batch SOM algorithm for relational data with weighted medoidsLaura M. P. Mariño, Francisco de A. T. de Carvalho. 1-8 [doi]
- An hardware-aware image polarity detector enhanced with visual attentionEdoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo. 1-7 [doi]
- One Shot Spatial Learning through Replay in a Hippocampus-Inspired Reinforcement Learning ModelAdedapo Alabi, Ali A. Minai, Dieter Vanderelst. 1-8 [doi]
- Pattern-based Long Short-term Memory for Mid-term Electrical Load ForecastingPawel Pelka, Grzegorz Dudek. 1-8 [doi]
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- Systematic study on dimensionality reduction in the gesture phase segmentation problemVictor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres. 1-8 [doi]
- Multimodal Event-based Task Load Estimation from WearablesSiyuan Chen, Julien Epps. 1-9 [doi]
- Towards Personalized Aesthetic Image CaptionKun Xiong, Liu Jiang, Xuan Dang, Guolong Wang, Wenwen Ye, Zheng Qin. 1-8 [doi]
- Machine Learning Based MIMO Equalizer for High Frequency (HF) CommunicationsSamuel Spillane, Kristopher H. Jung, Kate Bowers, Ture Peken, Michael M. Marefat, Tamal Bose. 1-8 [doi]
- Leveraging Multisource Information in Matrix Factorization for Social Collaborative FilteringLele Huang, Huifang Ma, Xiangchun He, Liang Chang. 1-8 [doi]
- 1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applicationsMichele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli, Francesco Carlo Morabito. 1-7 [doi]
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- Identifying Optimism and Pessimism in Twitter Messages Using XLNet and Deep ConsensusAli Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu. 1-8 [doi]
- Transfer Learning based Task-oriented Dialogue Policy for Multiple Domains using Hierarchical Reinforcement LearningTulika Saha, Sriparna Saha 0001, Pushpak Bhattacharyya. 1-8 [doi]
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- Multi-Dialect Arabic Speech RecognitionAbbas Raza Ali. 1-7 [doi]
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- *Charitos Charitou, Artur d'Avila Garcez, Simo Dragicevic. 1-8 [doi]
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- Real-time anomaly intrusion detection for a clean water supply system, utilising machine learning with novel energy-based featuresAndres Robles-Durazno, Naghmeh Moradpoor, James McWhinnie, Gordon Russell 0001. 1-8 [doi]
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