Table of Contents

• Learning Adaptive Weight Masking for Adversarial ExamplesYoshimasa Kubo, Michael Traynor, Thomas Trappenberg, Sageev Oore. 1-8 [doi]
• Periodic Neural Networks for Multivariate Time Series Analysis and ForecastingNurilla Avazov, Jiamou Liu, Bakhadyr Khoussainov. 1-8 [doi]
• Analysis on Characteristics of Multi-Step Learning Echo State Networks for Nonlinear Time Series PredictionTakanori Akiyama, Gouhei Tanaka. 1-8 [doi]
• Active Learning with Interpretable PredictorYusuke Taguchi, Keisuke Kameyama, Hideitsu Hino. 1-8 [doi]
• Multimodal Data Enhanced Representation Learning for Knowledge GraphsZikang Wang, Linjing Li, Qiudan Li, Daniel Zeng. 1-8 [doi]
• Learning "What" and "Where": An Interpretable Neural Encoding ModelHaibao Wang, Lijie Huang, Changde Du, Huiguang He. 1-8 [doi]
• Executing Declarative Parallel Representations of Sequences with Temporal PoolingDaniel Slack, Alistair Knott, Brendan McCane. 1-8 [doi]
• Deep Salient Object Detection with Fuzzy Superpixel Extraction and Controlled Filter ConvolutionYang Liu 0088, Bo Wu 0021, Bo Lang. 1-8 [doi]
• Attention-based Adversarial Training for Seamless Nudity CensorshipGabriel S. Simões, Jonatas Wehrmann, Rodrigo C. Barros. 1-8 [doi]
• Batch Mode Active Learning with Nonlocal Self-Similarity Prior for Semantic SegmentationYao Tan, Qinghua Hu, Zhibin Du. 1-7 [doi]
• Data-to-Text Generation with Attention Recurrent UnitHechong Wang, Wei Zhang, Yuesheng Zhu, Zhiqiang Bai. 1-8 [doi]
• Efficient and Scalable Exploration via Estimation-ErrorChuxiong Sun, Rui Wang, Ruiying Li, Jiao Wu, Xiaohui Hu. 1-8 [doi]
• Missing Entity Synergistic Completion across Multiple Isomeric Online Knowledge LibrariesBowen Dong, Jiawei Zhang, Chenwei Zhang, Yang Yang, Philip S. Yu. 1-8 [doi]
• Evolving and Ensembling Deep CNN Architectures for Image ClassificationBen Fielding, Tom Lawrence, Li Zhang. 1-8 [doi]
• Two-Stream Convolution Neural Network with Video-stream for Action RecognitionWei Dai, Yimin Chen, Chen Huang, Ming-ke Gao, Xinyu Zhang. 1-8 [doi]
• On Class Imbalance and Background Filtering in Visual Relationship DetectionAlessio Sarullo, Tingting Mu. 1-8 [doi]
• Zero-Shot Object Detection for Indoor RobotsAbdalwhab Abdalwhab, Huaping Liu. 1-8 [doi]
• DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPSAmna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal. 1-8 [doi]
• *Qichuan Yang, Zhiqiang He, Zhiqiang Zhan, Jianyu Zhao, Yang Zhang, Changjian Hu. 1-8 [doi]
• An Approach to Cross-Lingual Voice ConversionSai Sirisha Rallabandi, Suryakanth V. Gangashetty. 1-7 [doi]
• ADPR: An Attention-based Deep Learning Point-of-Interest Recommendation FrameworkJunjie Yin, Yun Li, Zheng Liu, Jian Xu 0009, Bin Xia, Qianmu Li. 1-8 [doi]
• Deep Multi-view Learning from Sequential Data without CorrespondenceTung Doan, Atsuhiro Takasu. 1-8 [doi]
• Closer to Optimal Angle-Constrained Path PlanningChangwu Zhang, Hengzhu Liu, Yuchen Tang. 1-8 [doi]
• Compressive Learning of Multi-layer Perceptrons: An Error AnalysisAta Kabán. 1-7 [doi]
• DGFFM: Generalized Field-aware Factorization Machine based on DenseNetQing-Long Zhang, Lu Rao, Yubin Yang. 1-8 [doi]
• Cropout: A General Mechanism for Reducing Overfitting on Convolutional Neural NetworksWenbo Hou, Wenhai Wang, Ruo-Ze Liu, Tong Lu. 1-8 [doi]
• Continuous Gesture Recognition through Selective Temporal FusionPradyumna Narayana, J. Ross Beveridge, Bruce A. Draper. 1-8 [doi]
• Self-Supervised Deep Learning for Retinal Vessel Segmentation Using Automatically Generated Labels from Multimodal DataÁlvaro S. Hervella, José Rouco, Jorge Novo, Marcos Ortega. 1-8 [doi]
• A Synchro-phasor Assisted Optimal Features Based Scheme for Fault Detection and ClassificationHomanga Bharadhwaj, Avinash Kumar, Abheejeet Mohapatra. 1-8 [doi]
• Evolutionary Community Detection in Dynamic Social NetworksFanzhen Liu, Jia Wu, Chuan Zhou, Jian Yang. 1-7 [doi]
• Bacteria shape classification by the use of region covariance and Convolutional Neural NetworkDawid Polap, Marcin Wozniak. 1-7 [doi]
• Heartbeat Detection Based on Pulse Neuron Model for Heart Rate Variability AnalysisTakenori Obo, Daiki Takaguchi, Daisuke Katagami, Junji Sone, Takahito Tomoto, Yuta Ogai, Yoshihisa Udagawa. 1-6 [doi]
• Face Age Transformation with Progressive Residual Adversarial AutoencoderXuexiang Zhang, Ping Wei, Nanning Zheng. 1-8 [doi]
• EEG-Based Motor Imagery Classification with Deep Multi-Task LearningYaguang Song, Danli Wang, Kang Yue, Nan Zheng, Zuo-Jun Max Shen. 1-8 [doi]
• Recurrent Network and Multi-arm Bandit Methods for Multi-task Learning without Task SpecificationThy Nguyen, Tayo Obafemi-Ajayi. 1-8 [doi]
• Collaboration of Machines and Robots in Cyber Physical Systems based on Evolutionary Computation ApproachFu-Shiung Hsieh. 1-8 [doi]
• GMM-based Undersampling and Its Application for Credit Card Fraud DetectionFengjun Zhang, GuanJun Liu, Zhenchuan Li, ChunGang Yan, Changjun Jiang. 1-8 [doi]
• 3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion VideoAlexander Glandon, Lasitha Vidyaratne, Nasrin Sadeghzadehyazdi, Nibir K. Dhar, Jide O. Familoni, Scott T. Acton, Khan M. Iftekharuddin. 1-8 [doi]
• Unsupervised Representation Adversarial Learning Network: from Reconstruction to GenerationYuQian Zhou, Kuangxiao Gu, Thomas Huang. 1-8 [doi]
• Zero-shot Image Recognition Using Relational Matching, Adaptation and CalibrationDebasmit Das, C. S. George Lee. 1-8 [doi]
• Neuro-Robotic Haptic Object Classification by Active Exploration on a Novel DatasetMatthias Kerzel, Erik Strahl, Connor Gaede, Emil Gasanov, Stefan Wermter. 1-8 [doi]
• Visual Cue Integration for Small Target Motion Detection in Natural Cluttered BackgroundsHongxin Wang, Jigen Peng, Qinbing Fu, Huatian Wang, Shigang Yue. 1-7 [doi]
• SpreadOut: A Kernel Weight Initializer for Convolutional Neural NetworksMatheus I. Hertzog, Ulisses Brisolara Correa, Ricardo M. Araujo. 1-7 [doi]
• Representation of white- and black-box adversarial examples in deep neural networks and humans: A functional magnetic resonance imaging studyChihye Han, Wonjun Yoon, Gihyun Kwon, Daeshik Kim, Seungkyu Nam. 1-8 [doi]
• Generative Models from the perspective of Continual LearningTimothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat. 1-8 [doi]
• A Human-Like Agent Based on a Hybrid of Reinforcement and Imitation LearningRousslan Fernand Julien Dossa, Xinyu Lian, Hirokazu Nomoto, Takashi Matsubara, Kuniaki Uehara. 1-8 [doi]
• Static Crowd Scene Analysis via Deep Network with Multi-branch Dilated Convolution BlocksHaoran Liu, Aiwen Jiang, Qiaosi Yi, Xiaolin Deng, Jianyi Wan, Mingwen Wang. 1-7 [doi]
• Bidirectional Learning for Robust Neural NetworksSidney Pontes-Filho, Marcus Liwicki. 1-8 [doi]
• Hierarchical Multi-dimensional Attention Model for Answer SelectionWei Liu, Lei Zhang, Longxuan Ma, Pengfei Wang, Feng Zhang. 1-8 [doi]
• Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural NetworksRanik Guidolini, Raphael V. Carneiro, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza. 1-8 [doi]
• Detection of Typical Pronunciation Errors in Non-native English Speech Using Convolutional Recurrent Neural NetworksAleksandr Diment, Eemi Fagerlund, Adrian Benfield, Tuomas Virtanen. 1-8 [doi]
• Evidence Transfer for Improving Clustering Tasks Using External Categorical EvidenceAthanasios Davvetas, Iraklis A. Klampanos, Vangelis Karkaletsis. 1-8 [doi]
• Entropy-Constrained Training of Deep Neural NetworksSimon Wiedemann, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek. 1-8 [doi]
• Spinal Stenosis Detection in MRI using Modular Coordinate Convolutional Attention NetworksUddeshya Upadhyay, Badrinath Singhal, Meenakshi Singh. 1-8 [doi]
• Vehicle Re-identification: an Efficient Baseline Using Triplet EmbeddingRatnesh Kumar, Edwin Weill, Farzin Aghdasi, Parthasarathy Sriram. 1-9 [doi]
• Generate Desired Images from Trained Generative Adversarial NetworksMing Li, Rui Xi, Beier Chen, Mengshu Hou, Daibo Liu, Lei Guo. 1-8 [doi]
• Clustering-enhanced PointCNN for Point Cloud Classification LearningYikuan Yu, Fei Li, Yu Zheng, Min Han, Xinyi Le. 1-6 [doi]
• Efficient and Robust Convolutional Neural Networks via Channel Prioritization and Path EnsembleChun-Min Chang, Chia-Ching Lin, Kuan-Ta Chen. 1-8 [doi]
• Exploiting Machine Learning Models to Avoid Texting While DrivingRenato H. Torres, Orlando Ohashi, Gabriel Garcia, Filipe Rocha, Héctor Azpúrua, Gustavo Pessin. 1-8 [doi]
• TCoD: A Traveling Companion Discovery Method Based on Clustering and Association AnalysisRuihong Yao, Fei Wang, Shuhui Chen. 1-7 [doi]
• Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasksJun Hu, Wendong Zheng. 1-8 [doi]
• Scene Recognition via Object-to-Scene Class Conversion: End-to-End TrainingHongje Seong, Junhyuk Hyun, Hyunbae Chang, Suhyeon Lee 0002, Suhan Woo, Euntai Kim. 1-6 [doi]
• A Multi-Attentive Pyramidal Model for Visual Sentiment AnalysisXiaohao He, Huijun Zhang, Ningyun Li, Ling Feng, Feng Zheng. 1-8 [doi]
• Self-organizing neurons: toward brain-inspired unsupervised learningLyes Khacef, Benoit Miramond, Diego Barrientos, Andres Upegui. 1-9 [doi]
• Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image InterpretationIvan Donadello, Luciano Serafini. 1-8 [doi]
• On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural NetworksTiago J. dos Santos, Carlos A. B. Mello, Cleber Zanchettin, Thiago V. M. de Souza. 1-8 [doi]
• Predicting Parkinson's Disease using Latent Information extracted from Deep Neural NetworksIlianna Kollia, Andreas-Georgios Stafylopatis, Stefanos D. Kollias. 1-8 [doi]
• Neural Regression TreesShahan Ali Memon, Wenbo Zhao, Bhiksha Raj, Rita Singh. 1-8 [doi]
• Parallel convolution algorithm using implicit matrix multiplication on multi-core CPUsQinglin Wang, Songzhu Mei, Jie Liu, Chunye Gong. 1-7 [doi]
• RevCuT Tree Search Method in Complex Single-player Game with Continuous Search SpaceHongming Zhang, Fangjuan Cheng, Bo Xu 0011, Feng Chen, Jiachen Liu, Wei Wu. 1-8 [doi]
• Image Retrieval and Pattern Spotting using Siamese Neural NetworkKelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira. 1-8 [doi]
• Seq2Seq Deep Learning Models for Microtext NormalizationRanjan Satapathy, Yang Li 0055, Sandro Cavallari, Erik Cambria. 1-8 [doi]
• Hardening Deep Neural Networks via Adversarial Model CascadesDeepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru. 1-8 [doi]
• Learning Private Neural Language Modeling with Attentive AggregationShaoxiong Ji, Shirui Pan, Guodong Long, Xue Li 0001, Jing Jiang, Zi Huang. 1-8 [doi]
• Convolutional Recurrent Neural Networks for Text ClassificationRuishuang Wang, Zhao Li, Jian Cao, Tong Chen, Lei Wang. 1-6 [doi]
• An Attention-Based Model for Learning Dynamic Interaction NetworksSandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, HongYun Cai. 1-8 [doi]
• Nonmodular Architectures of Cognitive Systems based on Active InferenceManuel Baltieri, Christopher L. Buckley. 1-8 [doi]
• Chinese Clinical Named Entity Recognition with Word-Level Information Incorporating DictionariesNingjie Lu, Jun Zheng, Wen Wu, Yan Yang, Kaiwei Chen, Wenxin Hu. 1-8 [doi]
• Unsupervised Domain Adaptation with Sphere Retracting TransformationZhen Fang, Jie Lu 0001, Feng Liu 0003, Guangquan Zhang 0001. 1-8 [doi]
• Autoencoder-Based Articulatory-to-Acoustic Mapping for Ultrasound Silent Speech InterfacesGábor Gosztolya, Ádám Pintér, László Tóth, Tamás Grósz, Alexandra Markó, Tamás Gábor Csapó. 1-8 [doi]
• MMF: Attribute Interpretable Collaborative FilteringYixin Su, Sarah Monazam Erfani, Rui Zhang 0003. 1-8 [doi]
• Synaptic Learning of Long-Term Cognitive Networks with InputsRichar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé. 1-8 [doi]
• Compact Cluster-based Balanced Distribution Adaptation for Transfer LearningXu Zhang 0019, Zuyu Zhang, HaeYoung Bae. 1-8 [doi]
• RsyGAN: Generative Adversarial Network for Recommender SystemsRuiping Yin, Kan Li, Jie Lu 0001, Guangquan Zhang 0001. 1-7 [doi]
• Age and Gender Estimation via Deep Dictionary Learning RegressionVanika Singhal, Angshul Majumdar. 1-8 [doi]
• SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected EntitiesDiogo Pernes, Jaime S. Cardoso. 1-10 [doi]
• Context Gating with Short Temporal Information for Video CaptioningJinlei Xu, Ting Xu, Xin Tian, Chunping Liu, Yi Ji 0001. 1-7 [doi]
• Music Artist Classification with Convolutional Recurrent Neural NetworksZain Nasrullah, Yue Zhao. 1-8 [doi]
• Dynamic Unit Surgery for Deep Neural Network Compression and AccelerationMinsam Kim, James T. Kwok. 1-8 [doi]
• Multiple-Valued Artificial Neural NetworksAlexander Makarenko. 1-6 [doi]
• Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature DescriptorXiaowei Gu, Plamen P. Angelov. 1-7 [doi]
• isAnon: Flow-Based Anonymity Network Traffic Identification Using Extreme Gradient BoostingZhenzhen Cai, Bo Jiang, Zhigang Lu, Junrong Liu, Pingchuan Ma. 1-8 [doi]
• Distributed Adaptive Dynamic Programming Algorithm for Office Energy Control with Multiple BatteriesGuang Shi, Chao Li, Bo Zhao 0015, Qinglai Wei, Derong Liu 0001. 1-6 [doi]
• Approximate Bayesian Neural Network Trained with Ensemble Kalman FilterChao Chen, Xiao Lin, Yuan Huang, Gabriel Terejanu. 1-8 [doi]
• Encoding of a Chaotic Attractor in a Reservoir Computer: A Directional Fiber InvestigationSanjukta Krishnagopal, Garrett E. Katz, Michelle Girvan, James A. Reggia. 1-8 [doi]
• From Face Recognition to Facial Pareidolia: Analysing Hidden Neuron Activations in CNNs for Cross-Depiction RecognitionAsad Abbas, Stephan K. Chalup. 1-8 [doi]
• Gated Task Interaction Framework for Multi-task Sequence TaggingIsaac K. E. Ampomah, Zhiwei Lin 0002, Sally I. McClean, Glenn I. Hawe. 1-8 [doi]
• A Novel Clustering Algorithm based on Directional Propagation of Cluster LabelsNa Xiao, Kenli Li, Xu Zhou, Keqin Li 0001. 1-8 [doi]
• Hierarchical Classification Feature Extraction for Moving Target Detection Using Radar EchoChunHua Zhou, Huiting Xia, Jiejun Yin, Liang Gao, Yaqi Liu. 1-7 [doi]
• Vertical and Horizontal Partitioning in Data Stream Regression EnsemblesJean Paul Barddal. 1-8 [doi]
• An End-to-End Location and Regression Tracker with Attention-based Fused FeaturesQinyi Zhang, Shishuai Du, Huihua Yang. 1-7 [doi]
• Aspect-level Sentiment Classification with Reinforcement LearningTingting Wang, Jie Zhou, Qinmin Vivian Hu, Liang He. 1-8 [doi]
• A Novel Deep Learning-Based Encoder-Decoder Model for Remaining Useful Life PredictionHui Liu, Zhenyu Liu, Weiqiang Jia, Xianke Lin. 1-8 [doi]
• Semi-Supervised Online Elastic Extreme Learning Machine with Forgetting Parameter to deal with concept drift in data streamsCarlos A. S. da Silva, Renato A. Krohling. 1-8 [doi]
• A Multi-model Ensemble Method Using CNN and Maximum Correntropy Criterion for Basal Cell Carcinoma and Seborrheic Keratoses ClassificationLeida Guo, Shaoyi Du, Yuting Chi, Wenting Cui, Panpan Song, Jihua Zhu, Songmei Geng, Meifeng Xu. 1-6 [doi]
• Detecting Adversarial Perturbations Through Spatial Behavior in Activation SpacesZiv Katzir, Yuval Elovici. 1-9 [doi]
• Practical stochastic separation theorems for product distributionsBogdan Grechuk. 1-8 [doi]
• An Inferable Representation Learning for Fraud Review Detection with Cold-start ProblemQian Li 0006, Qiang Wu 0001, Chengzhang Zhu, Jian Zhang 0002, Wentao Zhao. 1-8 [doi]
• RNN-based speech synthesis using a continuous sinusoidal modelMohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh. 1-8 [doi]
• Additive Margin SincNet for Speaker RecognitionJoão Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin. 1-5 [doi]
• Robust Neuro-adaptive Asymptotic Consensus for a Class of Uncertain Multi-agent Systems: An Edge-based ParadigmDongdong Yue, Qi Li, Jinde Cao, Xuegang Tan. 1-7 [doi]
• Decoding of finger activation from ECoG data: a comparative studyGuillaume Jubien, Marie-Caroline Schaeffer, Stéphane Bonnet, Tetiana Aksenova. 1-8 [doi]
• ST-RNet: A Time-aware Point-of-interest Recommendation Method based on Neural NetworkLu Gao, Yuhua Li, Ruixuan Li, Zhenlong Zhu, Xiwu Gu, Olivier Habimana. 1-8 [doi]
• Learning Similarity: Feature-Aligning Network for Few-shot Action RecognitionShaoqing Tan, Ruoyu Yang. 1-7 [doi]
• Adversarial Collaborative Auto-encoder for Top-N RecommendationFeng Yuan, Lina Yao, Boualem Benatallah. 1-8 [doi]
• An Improved Recurrent Neural Network Language Model for Programming LanguageLiwei Wu, Youhua Wu, Fei Li, Tao Zheng. 1-7 [doi]
• Deep Reinforcement Learning with Dual Targeting AlgorithmNaoki Kodama, Taku Harada, Kazuteru Miyazaki. 1-6 [doi]
• Approximating Binarization in Neural NetworksÇaglar Aytekin, Francesco Cricri, Jani Lainema, Emre Aksu, Miska M. Hannuksela. 1-5 [doi]
• Explainable Classifier Supporting Decision-making for Breast Cancer Diagnosis from Histopathological ImagesPatrik Sabol, Peter Sincák, Kana Ogawa, Pitoyo Hartono. 1-8 [doi]
• A Fast Feature Extraction Algorithm for Image and Video ProcessingSadiq H. Abdulhussain, Abd. Rahman Ramli, Basheera M. Mahmmod, M. Iqbal Saripan, S. A. R. Al-Haddad, Thar Baker, Wameedh Nazar Flayyih, Wissam A. Jassim. 1-8 [doi]
• Condensed Convolution Neural Network by Attention over Self-attention for Stance Detection in TwitterShengping Zhou, Junjie Lin, Lianzhi Tan, Xin Liu. 1-8 [doi]
• Toward Next Generation of Autonomous Systems with AIDanil Prokhorov. 1-5 [doi]
• A temporal encoding method based on expansion representationYan Dai, Mengwen Yuan, Huajin Tang, Rui Yan 0005. 1-8 [doi]
• A Music Recommendation System Based on logistic regression and eXtreme Gradient BoostingHaoye Tian, Haini Cai, Junhao Wen, Shun Li, Yingqiao Li. 1-6 [doi]
• Weakly-Supervised Deep Recurrent Neural Networks for Basic Dance Step GenerationNelson Yalta, Shinji Watanabe, Kazuhiro Nakadai, Tetsuya Ogata. 1-8 [doi]
• Stepwise Acquisition of Dialogue Act Through Human-Robot InteractionAkane Matsushima, Ryosuke Kanajiri, Yusuke Hattori, Chie Fukada, Natsuki Oka. 1-9 [doi]
• Transfer Learning for Piano Sustain-Pedal DetectionBeici Liang, György Fazekas, Mark B. Sandler. 1-6 [doi]
• Brain Dynamics Encoding from Visual Input during Free Viewing of Natural VideosZhen Liang, Hiroshi Higashi, Shigeyuki Oba, Shin Ishii. 1-8 [doi]
• Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural NetworksIstván Ketykó, Ferenc Kovács, Krisztián Zsolt Varga. 1-7 [doi]
• Adversarially Erased Learning for Person Re-identification by Fully Convolutional NetworksShuangwei Liu, Yunzhou Zhang, Lin Qi, Sonya Coleman, Dermot Kerr, Shangdong Zhu. 1-8 [doi]
• Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous CarsLucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos. 1-8 [doi]
• Active visual object exploration and recognition with an unmanned aerial vehicleUriel Martinez-Hernandez, Victor M. Cedeno-Campos, Adrian Rubio Solis. 1-7 [doi]
• DNN-based Acoustic-to-Articulatory Inversion using Ultrasound Tongue ImagingDagoberto Porras, Alexander Sepúlveda-Sepúlveda, Tamás Gábor Csapó. 1-8 [doi]
• Adversarial Imitation Learning via Random SearchMyungjae Shin, Joongheon Kim. 1-8 [doi]
• Parallelizing Basis Pursuit DenoisingCory Kromer-Edwards, Suely Oliveira, David E. Stewart. 1-5 [doi]
• Audio-based Recognition of Bipolar Disorder Utilising Capsule NetworksShahin Amiriparian, Arsany Awad, Maurice Gerczuk, Lukas Stappen, Alice Baird, Sandra Ottl, Björn W. Schuller. 1-7 [doi]
• Depth-Controllable Very Deep Super-Resolution NetworkDohyun Kim, Joongheon Kim, Junseok Kwon, Tae Hyung Kim. 1-8 [doi]
• ∗Liying Chen, Honglei Zhang, Jun Wu. 1-8 [doi]
• The Cramming, Softening and Integrating Learning Algorithm with Parametric ReLU Activation Function for Binary Input/Output ProblemsYu-Han Tsai, Yu-Jie Jheng, Rua-Huan Tsaih. 1-7 [doi]
• Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering SystemsQiang Huang, Jianhui Bu, Weijian Xie, ShengWen Yang, Weijia Wu, Liping Liu. 1-8 [doi]
• Speeding Up Affordance Learning for Tool Use, Using Proprioceptive and Kinesthetic InputsKhuong N. Nguyen, Jaewook Yoo, Yoonsuck Choe. 1-8 [doi]
• An LSTM based Encoder-Decoder Model for MultiStep Traffic Flow PredictionShengdong Du, Tianrui Li, Yan Yang, Xun Gong, Shi-Jinn Horng. 1-8 [doi]
• Development of a Simulation Experiment to Investigate In-Flight Startle using Fuzzy Cognitive Maps and PupillometryAbiodun Brimmo Yusuf, Ah Lian Kor, Hissam Tawfik. 1-10 [doi]
• Lane Change Decision-making through Deep Reinforcement Learning with Rule-based ConstraintsJunjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen. 1-6 [doi]
• Hyperspectral Image Classification for Remote Sensing Using Low-Power Neuromorphic HardwareVivek Parmar, Jung Ho Ahn, Manan Suri. 1-7 [doi]
• Utilizing Generative Adversarial Networks for Recommendation based on Ratings and ReviewsWang Chen, Hai-Tao Zheng, Yang Wang, Wei Wang 0138, Rui Zhang 0003. 1-8 [doi]
• Enhance knowledge graph embedding via fake triplesZhihuan Yan, Rong Peng, Yaqian Wang, Weidong Li. 1-7 [doi]
• Rank Selection in Non-negative Matrix Factorization: systematic comparison and a new MAD metricLaura Muzzarelli, Susanne Weis, Simon B. Eickhoff, Kaustubh R. Patil. 1-8 [doi]
• Spatial Map Learning with Self-Organizing Adaptive Recurrent Incremental NetworkWei Hong Chin, Naoyuki Kubota, Chu Kiong Loo, Zhaojie Ju, Honghai Liu. 1-6 [doi]
• Formation Control with Collision Avoidance through Deep Reinforcement LearningZezhi Sui, Zhiqiang Pu, Jianqiang Yi, Tianyi Xiong. 1-8 [doi]
• Abstractive Text Summarization with Multi-Head AttentionJinpeng Li, Chuang Zhang, Xiaojun Chen, Yanan Cao, Pengcheng Liao, Peng Zhang. 1-8 [doi]
• Collecting Indicators of Compromise from Unstructured Text of Cybersecurity Articles using Neural-Based Sequence LabellingZi Long, Lianzhi Tan, Shengping Zhou, Chaoyang He, Xin Liu. 1-8 [doi]
• MDLDA: A New Multi-Dimension Topic ApproachJuncheng Ding, Wei Jin. 1-8 [doi]
• Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation LearningBabak Hosseini, Barbara Hammer. 1-8 [doi]
• Autoregressive Models for Sequences of GraphsDaniele Zambon, Daniele Grattarola, Lorenzo Livi, Cesare Alippi. 1-8 [doi]
• AdaBoost with Neural Networks for Yield and Protein Prediction in Precision AgricultureAmy Peerlinck, John Sheppard, Jacob Senecal. 1-8 [doi]
• Character-Aware Convolutional Recurrent Networks with Self-Attention for Emotion Detection on TwitterJiangping Huang, Chunli Xiang, Shuwei Yuan, Desen Yuan, Xiaorui Huang. 1-8 [doi]
• VT-GAN: View Transformation GAN for Gait Recognition Across ViewsPeng Zhang, Qiang Wu, Jingsong Xu. 1-8 [doi]
• Encoding robust representation for graph generationDongmian Zou, Gilad Lerman. 1-9 [doi]
• Integrating Social Circles and Network Representation Learning for Item RecommendationYonghong Yu, Qiang Wang, Li Zhang 0013, Can Wang 0004, Sifan Wu, Boyu Qi, Xiaotian Wu. 1-8 [doi]
• Deep Learning Of P73 Biomarker Expression In Rectal Cancer PatientsTuan D. Pham, Chuanwen Fan, Hong Zhang, Xiao-Feng Sun. 1-8 [doi]
• Fine-Grained Road Mining from Satellite Images with Bilateral Xception and DeepLabLele Cao. 1-8 [doi]
• MPSSD: Multi-Path Fusion Single Shot DetectorShuyi Qu, Kaizhu Huang, Amir Hussain, Yannis Goulermas. 1-6 [doi]
• Collaborative and Privacy-Preserving Machine Teaching via Consensus OptimizationYufei Han, Yuzhe Ma, Christopher Gates 0002, Kevin A. Roundy, Yun Shen. 1-8 [doi]
• KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense DisambiguationShi Yin, Yi Zhou, Chenguang Li, Shangfei Wang, Jianmin Ji, Xiaoping Chen, Ruili Wang. 1-8 [doi]
• A Semi-Supervised Self-Organizing Map with Adaptive Local ThresholdsPedro H. M. Braga, Hansenclever F. Bassani. 1-8 [doi]
• In a Spin-Wave Reservoir for Machine LearningRyosho Nakane, Gouhei Tanaka, Akira Hirose. 1-9 [doi]
• FKIMNet: A Finger Dorsal Image Matching Network Comparing Component (Major, Minor and Nail) Matching with Holistic (Finger Dorsal) MatchingDaksh Thapar, Gaurav Jaswal, Aditya Nigam. 1-8 [doi]
• Recognition of patterns of optimal diel vertical migration of zooplankton using neural networksOleg Kuzenkov, Andrew Morozov, Galina Kuzenkova. 1-6 [doi]
• Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill EvaluationDayvid Castro, Danilo Pereira, Cleber Zanchettin, David Macêdo, Byron L. D. Bezerra. 1-8 [doi]
• Long-Term Prediction of Small Time-Series Data Using Generalized DistillationShogo Hayashi, Akira Tanimoto, Hisashi Kashima. 1-8 [doi]
• eSPANNet: Evolving Spike Pattern Association Neural Network for Spike-based Supervised Incremental Learning and Its Application for Single-trial Brain Computer InterfacesKaushalya Kumarasinghe, Denise Taylor, Nikola Kasabov. 1-8 [doi]
• Mixing Update Q-value for Deep Reinforcement LearningZhunan Li, Xinwen Hou. 1-6 [doi]
• Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving ScenariosEduardo A. Soares, Plamen P. Angelov, Bruno Costa 0004, Marcos Castro. 1-8 [doi]
• Multi-Grained Cascade AdaBoost Extreme Learning Machine for Feature RepresentationHongwei Ge, Weiting Sun, Mingde Zhao, Kai Zhang, Liang Sun 0003, Chao Yu. 1-8 [doi]
• Locality Preserving Projection via Deep Neural NetworkTianhang Long, Junbin Gao, Mingyan Yang, Yongli Hu, Baocai Yin. 1-8 [doi]
• Personalizing Session-based Recommendation with Dual Attentive Neural NetworkTianan Liang, Yuhua Li, Ruixuan Li, Xiwu Gu, Olivier Habimana, Yi Hu. 1-8 [doi]
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• ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture SearchKevin Alexander Laube, Andreas Zell. 1-6 [doi]
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• Video Super Resolution with Estimation of Motion Information by Using Higher Resolution Images Obtained by Single Image Super ResolutionJonathan Mojoo, Motaz Sabri, Takio Kurita. 1-8 [doi]
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• Generative Adversarial Network for Radar Signal SynthesisThomas Truong, Svetlana N. Yanushkevich. 1-7 [doi]
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• Sequencing the musical sections with deep learningXuange Cui, Mingxue Liao, Pin Lv, Changwen Zheng. 1-7 [doi]
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• Adaptive Random Forests with Resampling for Imbalanced data StreamsLuis Eduardo Boiko Ferreira, Heitor Murilo Gomes, Albert Bifet, Luiz S. Oliveira. 1-6 [doi]
• Projectron - A Shallow and Interpretable Network for Classifying Medical ImagesAditya Sriram, Shivam Kalra, Hamid R. Tizhoosh. 1-9 [doi]
• Deep Structured Cross-Modal Anomaly DetectionYuening Li, Ninghao Liu, Jundong Li, Mengnan Du, Xia Hu. 1-8 [doi]
• Strong-Background Restrained Cross Entropy Loss for Scene Text DetectionRandong Huang, Bo Xu 0011. 1-7 [doi]
• Interpretation of Mesoscopic Neurodynamics by Simulating Conversion Between Pulses and WavesJeffery Jonathan J. Joshua Davis, Robert B. Kozma. 1-8 [doi]
• Paraphrase Generation with Collaboration between the Forward and the Backward DecoderQianlong Wang, Jiangtao Ren. 1-8 [doi]
• A Riemannian Primal-dual Algorithm Based on Proximal Operator and its Application in Metric LearningShijun Wang, Baocheng Zhu, Lintao Ma, Yuan Qi. 1-8 [doi]
• Spatio-temporal Active Learning for Visual TrackingChenfeng Liu, Pengfei Zhu, Qinghua Hu. 1-8 [doi]
• Risk Prediction for Imbalanced Data in Cyber Security : A Siamese Network-based Deep Learning Classification FrameworkDegang Sun, Zhengrong Wu, Yan Wang, Qiujian Lv, Bo Hu. 1-8 [doi]
• A Proof of Local Convergence for the Adam OptimizerSebastian Bock, Martin Weiß. 1-8 [doi]
• Predicting Household Water Consumption Events: Towards a Personalised Recommender System to Encourage Water-conscious BehaviourMd Shamsur Rahim, Khoi Anh Nguyen, Rodney Anthony Stewart, Damien Giurco, Michael Blumenstein. 1-8 [doi]
• Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to NightVinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos. 1-8 [doi]
• Hierarchical Intention Enhanced Network for Automatic Dialogue Coherence AssessmentYunxiao Zhou, Man Lan, Wenting Wang. 1-8 [doi]
• Transfer Learning for Network ClassificationBowen Dong, Charu C. Aggarwal, Philip S. Yu. 1-8 [doi]
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• Composing Multi-Instrumental Music with Recurrent Neural NetworksDavid Samuel, Martin Pilát. 1-8 [doi]
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• Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness RewardsHeriberto Cuayáhuitl, Donghyeon Lee, Seonghan Ryu, Sungja Choi, Inchul Hwang, Jihie Kim. 1-8 [doi]
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• Exploring Spatiotemporal Functional Connectivity Dynamics of the Human Brain using Convolutional and Recursive Neural NetworksZachary J. Harper, Charles M. Welzig. 1-6 [doi]
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• SSA: A More Humanized Automatic Evaluation Method for Open Dialogue GenerationZhiqiang Zhan, Zifeng Hou, Qichuan Yang, Jianyu Zhao, Yang Zhang, Changjian Hu. 1-8 [doi]
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• Non-negative Autoencoder with Simplified Random Neural NetworkYonghua Yin, Erol Gelenbe. 1-6 [doi]
• Keystroke Analysis for User Identification using Deep Neural NetworksMario Luca Bernardi, Marta Cimitile, Fabio Martinelli, Francesco Mercaldo. 1-8 [doi]
• Image Captioning Based On Sentence-Level And Word-Level AttentionHaiyang Wei, Zhixin Li, Canlong Zhang, Tao Zhou, Yu Quan. 1-8 [doi]
• Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial NetworksRanjith Dinakaran, Philip Easom, Li Zhang, Ahmed Bouridane, Richard M. Jiang, Eran Edirisinghe. 1-7 [doi]
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• Data complexity measures in feature selectionLucas Chesini Okimoto, Ana Carolina Lorena. 1-8 [doi]
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• Learning Navigation via R-VIN on Road GraphsXiaojuan Wei, Jinglin Li, Quan Yuan 0004, Xu Han, Fangchun Yang. 1-8 [doi]
• CLEverReg: A CNN-LSTM based Linear Regression Technique for Temporal Fire Event ModellingSyed Adnan Yusuf, Abdul-Samad, David James Garrity. 1-7 [doi]
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• FSC-CapsNet: Fractionally-Strided Convolutional Capsule Network for complex dataJian-Wei Liu, Feng Gao, Runkun Lu, Yuanfeng Lian, Dianzhong Wang, Xionglin Luo, Chu-ran Wang. 1-7 [doi]
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• Restricted Boltzmann Machines: an Eigencentrality-based ApproachAndrew Skabar. 1-8 [doi]
• Unsupervised Change Detection in Satellite Images Using Convolutional Neural NetworksKevin Louis de Jong, Anna Sergeevna Bosman. 1-8 [doi]
• Cross-project Defect Prediction via ASTToken2Vec and BLSTM-based Neural NetworkHao Li, Xiaohong Li, Xiang Chen, Xiaofei Xie, Yanzhou Mu, Zhiyong Feng. 1-8 [doi]
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• Deep Cyclic Group NetworksZhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang. 1-8 [doi]
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• Adversarial Domain Adaptation via Category TransferLusi Li, Haibo He, Jie Li, Guang Yang 0005. 1-8 [doi]
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• A Multi-granularity Neural Network for Answer Sentence SelectionChenggong Zhang, Weijuan Zhang, Daren Zha, Pengjie Ren, Nan Mu. 1-7 [doi]
• GADGET: Using Gated GRU for Biomedical Event Trigger DetectionCheng Zeng, Yi Zhang, Heng-yang Lu, Chong-Jun Wang. 1-8 [doi]
• Dealing with Limited Access to Data: Comparison of Deep Learning ApproachesAndreas Look, Stefan Riedelbauch. 1-8 [doi]
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• Tweet Act Classification : A Deep Learning based Classifier for Recognizing Speech Acts in TwitterTulika Saha, Sriparna Saha 0001, Pushpak Bhattacharyya. 1-8 [doi]
• Adaptive Model Learning of Neural Networks with UUB Stability for Robot Dynamic EstimationPedram Agand, Mahdi Aliyari Shoorehdeli. 1-6 [doi]
• Deep Neural Network Ensembles for Time Series ClassificationHassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller. 1-6 [doi]
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• Accelerating the Deep Reinforcement Learning with Neural Network CompressionHongjie Zhang, Zhuocheng He, Jing Li. 1-8 [doi]
• Joint Graph Based Embedding and Feature Weighting for Image ClassificationRuifeng Zhu, Fadi Dornaika, Yassine Ruichek. 1-8 [doi]
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• Deep Neural Networks for Network RoutingJoao Reis, Miguel Rocha, Truong Khoa Phan, David Griffin 0001, Franck Le, Miguel Rio. 1-8 [doi]
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• A Multiple Granularity Co-Reasoning Model for Multi-choice Reading ComprehensionHang Miao, Ruifang Liu, Sheng Gao. 1-7 [doi]
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