Deep Learning

What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. ACL 2019 When and Why is Document-level Context Useful in Neural Machine Translation? EMNLP 2019 When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images CVPR 2019 When does label smoothing help? NeurIPS 2019 When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019 Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019 Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation AAAI 2019 Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion Interspeech 2019 Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model NeurIPS 2019 Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019 Whitening and Coloring Batch Transform for GANs ICLR 2019 White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks NAACL 2019 Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019 Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations EMNLP 2019 Who Needs Words? Lexicon-Free Speech Recognition Interspeech 2019 Who wrote this book? A challenge for e-commerce EMNLP 2019 Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition NeurIPS 2019 Why do deep convolutional networks generalize so poorly to small image transformations? JMLR 2019 Why do Larger Models Generalize Better? A Theoretical Perspective via the XOR Problem ICML 2019 Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem CVPR 2019 Wide-Area Crowd Counting via Ground-Plane Density Maps and Multi-View Fusion CNNs CVPR 2019 Wide-Context Semantic Image Extrapolation CVPR 2019 Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts ACL 2019 Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019 Word2Sense: Sparse Interpretable Word Embeddings ACL 2019