Representation Learning

Random Walks on Hypergraphs with Edge-Dependent Vertex Weights ICML 2019 RANet: Ranking Attention Network for Fast Video Object Segmentation ICCV 2019 Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs NAACL 2019 Rare Event Detection Using Disentangled Representation Learning CVPR 2019 RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification Interspeech 2019 Reading selectively via Binary Input Gated Recurrent Unit IJCAI 2019 Realtime Generation of Audible Textures Inspired by a Video Stream AAAI 2019 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019 Recognizing Unseen Attribute-Object Pair with Generative Model AAAI 2019 Reconstructing Trees from Traces COLT 2019 Recovering dropped pronouns in Chinese conversations via modeling their referents NAACL 2019 Recovery Guarantees For Quadratic Tensors With Sparse Observations AISTATS 2019 Recurrent Kernel Networks NeurIPS 2019 Recurrent Neural Network for Text Classification with Hierarchical Multiscale Dense Connections IJCAI 2019 Recurrent Poisson Process Unit for Speech Recognition AAAI 2019 Recursive Context-Aware Lexical Simplification EMNLP 2019 Recursive Sketches for Modular Deep Learning ICML 2019 Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019 Re-examination of the Role of Latent Variables in Sequence Modeling NeurIPS 2019 Referring Expression Generation Using Entity Profiles EMNLP 2019 Referring to Objects in Videos Using Spatio-Temporal Identifying Descriptions NAACL 2019 Refining Word Representations by Manifold Learning IJCAI 2019 Regret Bounds for Learning State Representations in Reinforcement Learning NeurIPS 2019 Regularization Matters: Generalization and Optimization of Neural Nets v.s. their Induced Kernel NeurIPS 2019