Table of Contents

• SageDy: A Novel Sampling and Aggregating Based Representation Learning Approach for Dynamic NetworksJiaming Wu, Meng Liu, Jiangting Fan, Yong Liu, Meng Han. 3-15 [doi]
• CuRL: Coupled Representation Learning of Cards and Merchants to Detect Transaction FraudsMaitrey Gramopadhye, Shreyansh Singh, Kushagra Agarwal, Nitish Srivasatava, Alok Singh, Siddhartha Asthana, Ankur Arora. 16-29 [doi]
• Revisiting Loss Functions for Person Re-identificationDustin Aganian, Markus Eisenbach 0001, Joachim Wagner 0005, Daniel Seichter, Horst-Michael Gross. 30-42 [doi]
• Statistical Characteristics of Deep Representations: An Empirical InvestigationDaeyoung Choi, Kyungeun Lee, Duhun Hwang, Wonjong Rhee. 43-55 [doi]
• Unsupervised Pretraining of Echo State Networks for Onset DetectionPeter Steiner, Azarakhsh Jalalvand, Peter Birkholz. 59-70 [doi]
• Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMsNathan Trouvain, Xavier Hinaut. 71-82 [doi]
• Which Hype for My New Task? Hints and Random Search for Echo State Networks HyperparametersXavier Hinaut, Nathan Trouvain. 83-97 [doi]
• A New Nearest Neighbor Median Shift Clustering for Binary DataGaël Beck, Mustapha Lebbah, Hanene Azzag, Tarn Duong. 101-112 [doi]
• Self-supervised Multi-view Clustering for Unsupervised Image SegmentationTiyu Fang, Zhen Liang, Xiuli Shao, Zihao Dong, Jinping Li. 113-125 [doi]
• Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data RegimesDino Ienco, Davi Pereira dos Santos, André C. P. L. F. de Carvalho. 126-137 [doi]
• Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP)Vojtech Vancura, Pavel Kordík. 138-149 [doi]
• Short Text Clustering with a Deep Multi-embedded Self-supervised ModelKai Zhang, Zheng Lian, Jiangmeng Li, Haichang Li, Xiaohui Hu. 150-161 [doi]
• Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative StudyNaresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman. 162-173 [doi]
• A Subthreshold Spiking Neuron Circuit Based on the Izhikevich ModelShigeo Sato, Satoshi Moriya, Yuka Kanke, Hideaki Yamamoto, Yoshihiko Horio, Yasushi Yuminaka, Jordi Madrenas. 177-181 [doi]
• SiamSNN: Siamese Spiking Neural Networks for Energy-Efficient Object TrackingYihao Luo, Min Xu, Caihong Yuan, Xiang Cao, Liangqi Zhang, Yan Xu, Tianjiang Wang, Qi Feng. 182-194 [doi]
• The Principle of Weight Divergence Facilitation for Unsupervised Pattern Recognition in Spiking Neural NetworksOleg Nikitin 0001, Olga Lukyanova, Alex Kunin. 195-206 [doi]
• Algorithm for 3D-Chemotaxis Using Spiking Neural NetworkJayesh Choudhary, Vivek Saraswat, Udayan Ganguly. 207-219 [doi]
• Signal Denoising with Recurrent Spiking Neural Networks and Active TuningMelvin Ciurletti, Manuel Traub, Matthias Karlbauer, Martin V. Butz, Sebastian Otte. 220-232 [doi]
• Dynamic Action Inference with Recurrent Spiking Neural NetworksManuel Traub, Martin V. Butz, Robert Legenstein, Sebastian Otte. 233-244 [doi]
• End-to-End Spiking Neural Network for Speech Recognition Using Resonating Input NeuronsDaniel Auge, Julian Hille, Felix Kreutz, Etienne Mueller, Alois C. Knoll. 245-256 [doi]
• Visual-Textual Semantic Alignment Network for Visual Question AnsweringWeidong Tian, Yuzheng Zhang, Bin He, Junjun Zhu, Zhongqiu Zhao. 259-270 [doi]
• Which and Where to Focus: A Simple yet Accurate Framework for Arbitrary-Shaped Nearby Text Detection in Scene ImagesYouhui Guo, Yu Zhou 0015, Xugong Qin, Weiping Wang 0005. 271-283 [doi]
• STCP: An Efficient Model Combining Subject Triples and Constituency Parsing for Recognizing Textual EntailmentMeiling Li, Xiumei Li, Junmei Sun, Xinrui He. 284-296 [doi]
• A Latent Variable Model with Hierarchical Structure and GPT-2 for Long Text GenerationKun Zhao, Hongwei Ding, Kai Ye, Xiaohui Cui, Zhongwang Fu. 297-308 [doi]
• A Scoring Model Assisted by Frequency for Multi-Document SummarizationYue Yu, Mutong Wu, Weifeng Su, Yiu-ming Cheung. 309-320 [doi]
• A Strategy for Referential Problem in Low-Resource Neural Machine TranslationYatu Ji, Lei Shi, Yi La Su, Qing-dao-er-ji Ren, Nier Wu, Hongbin Wang. 321-332 [doi]
• A Unified Summarization Model with Semantic Guide and Keyword Coverage MechanismWuhang Lin, Jianling Li, Zibo Yi, Bin Ji 0002, Shasha Li, Jie Yu 0008, Jun Ma. 333-344 [doi]
• Hierarchical Lexicon Embedding Architecture for Chinese Named Entity RecognitionJiahao Hu, Yuanxin Ouyang, Chen Li, Chuanrui Wang, Wenge Rong, Zhang Xiong. 345-356 [doi]
• Evidence Augment for Multiple-Choice Machine Reading Comprehension by Weak SupervisionDan Luo, Peng Zhang, Lu Ma, Xi Zhu, Meilin Zhou, Qi Liang 0002, Bin Wang 0004, Lihong Wang. 357-368 [doi]
• Resolving Ambiguity in Hedge Detection by Automatic Generation of Linguistic RulesTracy Goodluck Constance, Nikesh Bajaj, Marvin Rajwadi, Harry Maltby, Julie A. Wall, Mansour Moniri, Chris Woodruff, Thea Laird, James Laird, Cornelius Glackin, Nigel Cannings. 369-380 [doi]
• Detecting Scarce Emotions Using BERT and Hyperparameter OptimizationZahra Rajabi, Özlem Uzuner, Amarda Shehu. 383-395 [doi]
• Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in TwitterMarc-André Kaufhold, Markus Bayer, Daniel Hartung, Christian Reuter 0001. 396-408 [doi]
• T-Bert: A Spam Review Detection Model Combining Group Intelligence and Personalized Sentiment InformationYue Shang, Meiling Liu, Tiejun Zhao, Jiyun Zhou. 409-421 [doi]
• Graph Enhanced BERT for Stance-Aware Rumor Verification on Social MediaKai Ye, Yangheran Piao, Kun Zhao, Xiaohui Cui. 422-435 [doi]
• Deep Learning for Suicide and Depression Identification with Unsupervised Label CorrectionAyaan Haque, Viraaj Reddi, Tyler Giallanza. 436-447 [doi]
• Learning to Remove: Towards Isotropic Pre-trained BERT EmbeddingYuxin Liang, Rui Cao, Jie Zheng, Jie Ren 0007, Ling Gao. 448-459 [doi]
• ExBERT: An External Knowledge Enhanced BERT for Natural Language InferenceAmit Gajbhiye, Noura Al Moubayed, Steven Bradley. 460-472 [doi]
• Multi-features-Based Automatic Clinical Coding for Chinese ICD-9-CM-3Yue Gao, Xiangling Fu, Xien Liu, Ji Wu. 473-486 [doi]
• Style as Sentiment Versus Style as Formality: The Same or Different?Somayeh Jafaritazehjani, Gwénolé Lecorvé, Damien Lolive, John D. Kelleher. 487-499 [doi]
• Low-Resource Neural Machine Translation Using XLNet Pre-training ModelNier Wu, Hongxu Hou, Ziyue Guo, Wei Zheng. 503-514 [doi]
• Self-learning for Received Signal Strength Map Reconstruction with Neural Architecture SearchAleksandra Malkova, Loïc Pauletto, Christophe Villien, Benoît Denis, Massih-Reza Amini. 515-526 [doi]
• Propagation-Aware Social Recommendation by Transfer LearningHaodong Chang, Yabo Chu. 527-539 [doi]
• Evaluation of Transfer Learning for Visual Road Condition AssessmentChristoph Balada, Markus Eisenbach 0001, Horst-Michael Gross. 540-551 [doi]
• EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture SearchVasco Lopes, Saeid Alirezazadeh, Luís A. Alexandre. 552-563 [doi]
• DVAMN: Dual Visual Attention Matching Network for Zero-Shot Action RecognitionCheng Qi, Zhiyong Feng 0002, Meng-xing, Yong Su. 564-575 [doi]
• Dynamic Tuning and Weighting of Meta-learning for NMT Domain AdaptationZiyue Song, Zhiyuan Ma, Kaiyue Qi, Gongshen Liu. 576-587 [doi]
• Improving Transfer Learning in Unsupervised Language AdaptationGil Rocha, Henrique Lopes Cardoso. 588-599 [doi]
• Sample-Label View Transfer Active Learning for Time Series ClassificationPatrick Kinyua, Nicolas Jouandeau. 600-611 [doi]
• Learning Traffic as Videos: A Spatio-Temporal VAE Approach for Traffic Data ImputationJiayuan Chen, Shuo Zhang, Xiaofei Chen, Qiao Jiang, Hejiao Huang, Chonglin Gu. 615-627 [doi]
• Traffic Camera Calibration via Vehicle Vanishing Point DetectionViktor Kocur, Milan Ftácnik. 628-639 [doi]
• Efficient Spatio-Temporal Network with Gated Fusion for Video Super-ResolutionChangyu Li, Dongyang Zhang, Ning Xie, Jie Shao. 640-651 [doi]
• Adaptive Correlation Filters Feature Fusion Learning for Visual TrackingHongtao Yu, Pengfei Zhu. 652-664 [doi]
• Dense Video Captioning for Incomplete VideosXuan Dang, Guolong Wang, Kun Xiong, Zheng Qin. 665-676 [doi]
• Modeling Context-Guided Visual and Linguistic Semantic Feature for Video CaptioningZhixin Sun, Xian Zhong, Shuqin Chen, Wenxuan Liu, Duxiu Feng, Lin Li. 677-689 [doi]