Abstract is missing.
- An Improved (Adversarial) Reprogramming Technique for Neural NetworksEliska Kloberdanz, Jin Tian, Wei Le. 3-15 [doi]
- Adversarial Robustness in Deep Learning: Attacks on Fragile NeuronsChandresh Pravin, Ivan Martino, Giuseppe Nicosia, Varun Kumar Ojha. 16-28 [doi]
- How to Compare Adversarial Robustness of Classifiers from a Global PerspectiveNiklas Risse, Christina Göpfert, Jan Philip Göpfert. 29-41 [doi]
- Multiple-Model Based Defense for Deep Reinforcement Learning Against Adversarial AttackPatrick P. K. Chan, Yaxuan Wang, Natasha Kees, Daniel S. Yeung. 42-53 [doi]
- Neural Paraphrase Generation with Multi-domain CorpusLin Qiao, Yida Li, ChenLi Zhong. 54-66 [doi]
- Leveraging Adversarial Training to Facilitate Grammatical Error CorrectionKai Dang, Jiaying Xie, Jie Liu. 67-78 [doi]
- Statistical Certification of Acceptable Robustness for Neural NetworksChengqiang Huang, Hu Zheng, Xiaowei Huang, Ke Pei. 79-90 [doi]
- Model Extraction and Adversarial Attacks on Neural Networks Using Switching Power InformationTommy Li, Cory E. Merkel. 91-101 [doi]
- CmaGraph: A TriBlocks Anomaly Detection Method in Dynamic Graph Using Evolutionary Community Representation LearningWeiqin Lin, Xianyu Bao, Mark Junjie Li. 105-116 [doi]
- Falcon: Malware Detection and Categorization with Network Traffic ImagesPeng Xu, Claudia Eckert 0001, Apostolis Zarras. 117-128 [doi]
- Attention-Based Bi-LSTM for Anomaly Detection on Time-Series DataSanket Mishra, Varad Kshirsagar, Rohit Dwivedula, Chittaranjan Hota. 129-140 [doi]
- Semi-supervised Graph Edge Convolutional Network for Anomaly DetectionZhicheng Lun, Xiaoyan Gu, Haihui Fan, Bo Li 0063, Weiping Wang 0005. 141-152 [doi]
- Feature Creation Towards the Detection of Non-control-Flow Hijacking AttacksZander Blasingame, Chen Liu 0001, Xin Yao 0001. 153-164 [doi]
- An Attention Module for Convolutional Neural NetworksBaozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars. 167-178 [doi]
- Attention-Based 3D Neural Architectures for Predicting Cracks in DesignsNaresh Iyer, Sathyanarayanan Raghavan, Yiming Zhang, Yang Jiao, Dean Robinson. 179-190 [doi]
- Entity-Aware Biaffine Attention for Constituent ParsingXinyi Bai, Nan Yin, Xiang Zhang, Xin Wang, Zhigang Luo. 191-203 [doi]
- Attention-Based Multi-view Feature Fusion for Cross-Domain RecommendationFeifei Dai, Xiaoyan Gu, Zhuo Wang, Bo Li 0063, Mingda Qian, Weiping Wang 0005. 204-216 [doi]
- Say in Human-Like Way: Hierarchical Cross-modal Information Abstraction and Summarization for Controllable CaptioningXiaoyi Wang, Jun Huang. 217-228 [doi]
- DAEMA: Denoising Autoencoder with Mask AttentionSimon Tihon, Muhammad Usama Javaid, Damien Fourure, Nicolas Posocco, Thomas Peel. 229-240 [doi]
- Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional NetworkYongchao Ye, Shiyao Zhang, James J. Q. Yu. 241-252 [doi]
- EGAT: Edge-Featured Graph Attention NetworkZiming Wang, Jun Chen, Haopeng Chen. 253-264 [doi]
- Knowledge Graph Enhanced Transformer for Generative Question Answering TasksChaojie Liang, Jingying Yang, Xianghua Fu. 267-280 [doi]
- GAttANet: Global Attention Agreement for Convolutional Neural NetworksRufin VanRullen, Andrea Alamia. 281-293 [doi]
- Classification Models for Partially Ordered SequencesStephanie Ger, Diego Klabjan, Jean Utke. 294-305 [doi]
- TINet: Multi-dimensional Traffic Data Imputation via Transformer NetworkXiaozhuang Song, Yongchao Ye, James J. Q. Yu. 306-317 [doi]
- Sequential Self-Attentive Model for Knowledge TracingXuelong Zhang, Juntao Zhang, Nanzhou Lin, Xiandi Yang. 318-330 [doi]
- Multi-object Tracking Based on Nearest Optimal Template LibraryRan Tian, Xiang Zhang, Donghang Chen, Yujie Hu. 331-342 [doi]
- TSTNet: A Sequence to Sequence Transformer Network for Spatial-Temporal Traffic PredictionXiaozhuang Song, Ying Wu, Chenhan Zhang. 343-354 [doi]
- A Multimode Two-Stream Network for Egocentric Action RecognitionYing Li, Jie Shen 0013, Xin Xiong, Wei He, Peng Li, Wenjie Yan. 357-368 [doi]
- Behavior of Keyword Spotting Networks Under Noisy ConditionsAnwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann 0001. 369-378 [doi]
- Robust Stroke Recognition via Vision and IMU in Robotic Table TennisYapeng Gao, Jonas Tebbe, Andreas Zell. 379-390 [doi]
- AMVAE: Asymmetric Multimodal Variational Autoencoder for Multi-view RepresentationWen Youpeng, Hongxiang Lin, Guo Yiju, Zhao Liang. 391-402 [doi]
- Enhancing Separate Encoding with Multi-layer Feature Alignment for Image-Text MatchingKeyu Wen, Linyang Li, Xiaodong Gu. 403-414 [doi]
- Bird Audio Diarization with Faster R-CNNRoman Shrestha, Cornelius Glackin, Julie A. Wall, Nigel Cannings. 415-426 [doi]
- Multi-modal Chorus Recognition for Improving Song SearchJiaan Wang, Zhixu Li, Binbin Gu, Tingyi Zhang, Qingsheng Liu, Zhigang Chen. 427-438 [doi]
- FaVoA: Face-Voice Association Favours Ambiguous Speaker DetectionHugo Carneiro, Cornelius Weber, Stefan Wermter. 439-450 [doi]
- Identification of Incorrect Karyotypes Using Deep LearningJing Peng, Chengchuang Lin, Gansen Zhao, Aihua Yin, Hanbiao Chen, Li Guo, Shuangyin Li. 453-464 [doi]
- A Metagraph-Based Model for Predicting Drug-Target Interaction on Heterogeneous NetworkPeng Ke, Yuqi Wen, Zhongnan Zhang, Song He, Xiaochen Bo. 465-476 [doi]
- Evaluating Multiple-Concept Biomedical Hypotheses Based on Deep SetsJuncheng Ding, Wei Jin. 477-490 [doi]
- A Network Embedding Based Approach to Drug-Target Interaction Prediction Using Additional Implicit NetworksHan Zhang, Chengbin Hou, David W. McDonald, Shan He 0001. 491-503 [doi]
- CNNapsule: A Lightweight Network with Fusion Features for Monocular Depth EstimationYinchu Wang, Haijiang Zhu, Mengze Liu. 507-518 [doi]
- Learning Optimal Primary Capsules by Information BottleneckMing-fei Hu, Jian-Wei Liu, Wei min Li. 519-528 [doi]
- Capsule Networks with Routing AnnealingRiccardo Renzulli, Enzo Tartaglione, Attilio Fiandrotti, Marco Grangetto. 529-540 [doi]
- Training Deep Capsule Networks with Residual ConnectionsJosef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez. 541-552 [doi]
- Interpretable Visual Understanding with Cognitive Attention NetworkXuejiao Tang, Wenbin Zhang 0002, Yi Yu, Kea Turner, Tyler Derr, Mengyu Wang, Eirini Ntoutsi. 555-568 [doi]
- A Bio-Inspired Mechanism Based on Neural Threshold Regulation to Compensate Variability in Network ConnectivityJessica Lopez-Hazas, Francisco B. Rodríguez. 569-580 [doi]
- A Predictive Coding Account for Chaotic ItinerancyLouis Annnabi, Alexandre Pitti, Mathias Quoy. 581-592 [doi]
- A Computational Model of the Effect of Short-Term Monocular Deprivation on Binocular Rivalry in the Context of AmblyopiaNorman Seeliger, Jochen Triesch. 593-603 [doi]
- Transitions Among Metastable States Underlie Context-Dependent Working Memories in a Multiple Timescale NetworkTomoki Kurikawa. 604-613 [doi]