Table of Contents

• Fine-Grained Channel Pruning for Deep Residual Neural NetworksSiang Chen, Kai Huang 0002, Dongliang Xiong, Bowen Li, Luc Claesen. 3-14 [doi]
• A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect DetectionYajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng. 15-26 [doi]
• Detecting Uncertain BNN Outputs on FPGA Using Monte Carlo Dropout SamplingTomoyuki Myojin, Shintaro Hashimoto, Naoki Ishihama. 27-38 [doi]
• Neural Network Compression via Learnable Wavelet TransformsMoritz Wolter, Shaohui Lin, Angela Yao. 39-51 [doi]
• Fast and Robust Compression of Deep Convolutional Neural NetworksJia Wen, Liu Yang, Chenyang Shen. 52-63 [doi]
• Pruning Artificial Neural Networks: A Way to Find Well-Generalizing, High-Entropy Sharp MinimaEnzo Tartaglione, Andrea Bragagnolo, Marco Grangetto. 67-78 [doi]
• Log-Nets: Logarithmic Feature-Product Layers Yield More Compact NetworksPhilipp Grüning, Thomas Martinetz, Erhardt Barth. 79-91 [doi]
• Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny SystemsRiccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau. 92-103 [doi]
• Obstacles to Depth Compression of Neural NetworksWill Burstein, John Wilmes. 104-115 [doi]
• Multi-label Quadruplet Dictionary LearningJiayu Zheng, Wencheng Zhu, Pengfei Zhu. 119-131 [doi]
• Pareto Multi-task Deep LearningSalvatore Danilo Riccio, Deyan Dyankov, Giorgio Jansen, Giuseppe Di Fatta, Giuseppe Nicosia. 132-141 [doi]
• Convex Graph Laplacian Multi-Task Learning SVMCarlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro. 142-154 [doi]
• Prediction Stability as a Criterion in Active LearningJunyu Liu, Xiang Li, Jiqiang Zhou, Jianxiong Shen. 157-167 [doi]
• Neural Spectrum Alignment: Empirical StudyDmitry Kopitkov, Vadim Indelman. 168-179 [doi]
• Nonlinear, Nonequilibrium Landscape Approach to Neural Network DynamicsRoseli S. Wedemann, Angel Ricardo Plastino. 180-191 [doi]
• Hopfield Networks for Vector QuantizationChristian Bauckhage, R. Ramamurthy, Rafet Sifa. 192-203 [doi]
• Prototype-Based Online Learning on Homogeneously Labeled Streaming DataChristian Limberg, Jan Philip Göpfert, Heiko Wersing, Helge J. Ritter. 204-213 [doi]
• Neural Network Training with Safe Regularization in the Null Space of Batch ActivationsMatthias Kissel, Martin Gottwald, Klaus Diepold. 217-228 [doi]
• The Effect of Batch Normalization in the Symmetric PhaseShiro Takagi, Yuki Yoshida, Masato Okada. 229-240 [doi]
• Regularized PoolingTakato Otsuzuki, Hideaki Hayashi, Yuchen Zheng, Seiichi Uchida. 241-254 [doi]
• Deep Recurrent Deterministic Policy Gradient for Physical ControlLei Zhang, Shuai Han, Zhiruo Zhang, Lefan Li, Shuai Lü. 257-268 [doi]
• Exploration via Progress-Driven Intrinsic RewardsNicolas Bougie, Ryutaro Ichise. 269-281 [doi]
• An Improved Reinforcement Learning Based Heuristic Dynamic Programming Algorithm for Model-Free Optimal ControlJia Li, Zhaolin Yuan, Xiaojuan Ban. 282-294 [doi]
• PBCS: Efficient Exploration and Exploitation Using a Synergy Between Reinforcement Learning and Motion PlanningGuillaume Matheron, Nicolas Perrin 0001, Olivier Sigaud. 295-307 [doi]
• Understanding Failures of Deterministic Actor-Critic with Continuous Action Spaces and Sparse RewardsGuillaume Matheron, Nicolas Perrin 0001, Olivier Sigaud. 308-320 [doi]
• GAN-Based Planning Model in Deep Reinforcement LearningSong Chen, Junpeng Jiang, Xiaofang Zhang, Jin-Jin Wu, Gongzheng Lu. 323-334 [doi]
• Guided Reinforcement Learning via Sequence LearningRajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage. 335-345 [doi]
• Neural Machine Translation Based on Improved Actor-Critic MethodZiyue Guo, Hongxu Hou, Nier Wu, Shuo Sun. 346-357 [doi]
• Neural Machine Translation Based on Prioritized Experience ReplayShuo Sun, Hongxu Hou, Nier Wu, Ziyue Guo. 358-368 [doi]
• Improving Multi-agent Reinforcement Learning with Imperfect Human KnowledgeXiaoxu Han, Hongyao Tang, Yuan Li, Guang Kou, Leilei Liu. 369-380 [doi]
• Adaptive Skill Acquisition in Hierarchical Reinforcement LearningJuraj Holas, Igor Farkas. 383-394 [doi]
• Social Navigation with Human Empowerment Driven Deep Reinforcement LearningTessa van der Heiden, Florian Mirus, Herke van Hoof. 395-407 [doi]
• Curious Hierarchical Actor-Critic Reinforcement LearningFrank Röder, Manfred Eppe, Phuong D. H. Nguyen, Stefan Wermter. 408-419 [doi]
• Policy Entropy for Out-of-Distribution ClassificationAndreas Sedlmeier, Robert Müller, Steffen Illium, Claudia Linnhoff-Popien. 420-431 [doi]
• Analysis of Reservoir Structure Contributing to Robustness Against Structural Failure of Liquid State MachineYuta Okumura, Naoki Wakamiya. 435-446 [doi]
• Quantifying Robustness and Capacity of Reservoir Computers with Consistency ProfilesThomas Lymburn, Thomas Jüngling, Michael Small. 447-458 [doi]
• Two-Step FORCE Learning Algorithm for Fast Convergence in Reservoir ComputingHiroto Tamura, Gouhei Tanaka. 459-469 [doi]
• Morphological Computation of Skin Focusing on Fingerprint StructureAkane Musha, Manabu Daihara, Hiroki Shigemune, Hideyuki Sawada. 470-481 [doi]
• Time Series Clustering with Deep Reservoir ComputingMiguel A. Atencia Ruiz, Claudio Gallicchio, Gonzalo Joya, Alessio Micheli. 482-493 [doi]
• ReservoirPy: An Efficient and User-Friendly Library to Design Echo State NetworksNathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut. 494-505 [doi]
• Adaptive, Neural Robot Control - Path Planning on 3D Spiking Neural NetworksLea Steffen, Artur Liebert, Stefan Ulbrich, Arne Rönnau, Rüdiger Dillmann. 509-520 [doi]
• CABIN: A Novel Cooperative Attention Based Location Prediction Network Using Internal-External Trajectory DependenciesTangwen Qian, Fei Wang 0014, Yongjun Xu, Yu Jiang, Tao Sun, Yong Yu. 521-532 [doi]
• Neuro-Genetic Visuomotor Architecture for Robotic GraspingMatthias Kerzel, Josua Spisak, Erik Strahl, Stefan Wermter. 533-545 [doi]
• From Geometries to Contact GraphsMartin Meier, Robert Haschke, Helge J. Ritter. 546-555 [doi]
• Structural Position Network for Aspect-Based Sentiment ClassificationPu Song, Wei Jiang, Fuqing Zhu, Yan Zhou, Jizhong Han, Songlin Hu. 559-570 [doi]
• Cross-Domain Sentiment Classification Using Topic Attention and Dual-Task Adversarial TrainingKwun Ping Lai, Jackie Chun-Sing Ho, Wai Lam. 571-583 [doi]
• Data Augmentation for Sentiment Analysis in English - The Online ApproachMichal Jungiewicz, Aleksander Smywinski-Pohl. 584-595 [doi]
• Dendritic Computation in a Point Neuron ModelAlexander Vandesompele, Francis Wyffels, Joni Dambre. 599-609 [doi]
• Benchmarking Deep Spiking Neural Networks on Neuromorphic HardwareChristoph Ostrau, Jonas Dominik Homburg, Christian Klarhorst, Michael Thies, Ulrich Rückert 0001. 610-621 [doi]
• Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision SensorThomas Barbier, Céline Teulière, Jochen Triesch. 622-633 [doi]
• Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking Belief NetworksXianghong Lin, Pangao Du. 634-645 [doi]
• Modelling Neuromodulated Information Flow and Energetic Consumption at Thalamic Relay SynapsesMireille Conrad, Renaud B. Jolivet. 649-658 [doi]
• Learning Precise Spike Timings with Eligibility TracesManuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte. 659-669 [doi]
• Meta-STDP Rule Stabilizes Synaptic Weights Under in Vivo-like Ongoing Spontaneous Activity in a Computational Model of CA1 Pyramidal CellMatús Tomko, Peter Jedlicka, Lubica Benusková. 670-680 [doi]
• Adaptive Chemotaxis for Improved Contour Tracking Using Spiking Neural NetworksShashwat Shukla, Rohan Pathak, Vivek Saraswat, Udayan Ganguly. 681-692 [doi]
• Mental Imagery-Driven Neural Network to Enhance Representation for Implicit Discourse Relation RecognitionJian Wang, Ruifang He, Fengyu Guo, Yugui Han. 695-707 [doi]
• Adaptive Convolution Kernel for Text Classification via Multi-channel RepresentationsCheng Wang, Xiaoyan Fan. 708-720 [doi]
• Text Generation in Discrete SpaceTing Hu, Christoph Meinel. 721-732 [doi]
• Short Text Processing for Analyzing User Portraits: A Dynamic CombinationZhengping Ding, Chen Yan, Chunli Liu, Jianrui Ji, Yezheng Liu 0001. 733-745 [doi]
• A Hierarchical Fine-Tuning Approach Based on Joint Embedding of Words and Parent Categories for Hierarchical Multi-label Text ClassificationYinglong Ma, Jingpeng Zhao, Beihong Jin. 746-757 [doi]
• Boosting Tricks for Word Mover's DistanceKonstantinos Skianis, Fragkiskos D. Malliaros, Nikolaos Tziortziotis, Michalis Vazirgiannis. 761-772 [doi]
• Embedding Compression with Right Triangle Similarity TransformationsHaohao Song, Dongsheng Zou, Lei Hu, Jieying Yuan. 773-785 [doi]
• Neural Networks for Detecting Irrelevant Questions During Visual Question AnsweringMengdi Li, Cornelius Weber, Stefan Wermter. 786-797 [doi]
• F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking ModelsAnh-Duong Trinh, Robert J. Ross, John D. Kelleher. 798-810 [doi]
• Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration ProgressionGuillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques. 813-824 [doi]
• A Fast Algorithm to Find Best Matching Units in Self-Organizing MapsYann Bernard, Nicolas Hueber, Bernard Girau. 825-837 [doi]
• Tumor Characterization Using Unsupervised Learning of Mathematical Relations Within Breast Cancer DataCristian Axenie, Daria Kurz. 838-849 [doi]
• Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced DataValerie Vaquet, Barbara Hammer. 850-862 [doi]
• A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture ModelsAlexander Gepperth, Benedikt Pfülb. 863-872 [doi]
• Collaborative Clustering Through Optimal TransportFatima Ezzahraa Ben Bouazza, Younès Bennani, Guénaël Cabanes, Abdelfettah Touzani. 873-885 [doi]