Deep Learning

Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA JMLR 2019 Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions ACL 2019 Movie Plot Analysis via Turning Point Identification EMNLP 2019 Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System AAAI 2019 Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search AAAI 2019 Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing ACL 2019 Neural Word Decomposition Models for Abusive Language Detection ACL 2019 OIL: Observational Imitation Learning RSS 2019 On Nonlinear Spatial Filtering in Multichannel Speech Enhancement Interspeech 2019 Orthogonal Estimation of Wasserstein Distances AISTATS 2019 Parallelizable Stack Long Short-Term Memory NAACL 2019 Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019 Path-Specific Counterfactual Fairness AAAI 2019 Pay “Attention” to your Context when Classifying Abusive Language ACL 2019 Phonetic Normalization for Machine Translation of User Generated Content EMNLP 2019 Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019 Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models Interspeech 2019 Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019 RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification Interspeech 2019 Reasoning over Streaming Data in Metric Temporal Datalog AAAI 2019 Regularizing Neural Networks via Stochastic Branch Layers ACML 2019 Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence Interspeech 2019 RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation AAAI 2019 Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution ACL 2019 Self-Critical N-Step Training for Image Captioning CVPR 2019