Deep Learning

Implicit Generation and Modeling with Energy Based Models NeurIPS 2019 Implicit Kernel Learning AISTATS 2019 Implicit Regularization for Optimal Sparse Recovery NeurIPS 2019 Implicit Regularization in Deep Matrix Factorization NeurIPS 2019 Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks NeurIPS 2019 Implicit Semantic Data Augmentation for Deep Networks NeurIPS 2019 Implicit Surface Representations As Layers in Neural Networks ICCV 2019 Importance Estimation for Neural Network Pruning CVPR 2019 Importance Resampling for Off-policy Prediction NeurIPS 2019 Importance Weighted Hierarchical Variational Inference NeurIPS 2019 Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL 2019 Improved Conditional VRNNs for Video Prediction ICCV 2019 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019 Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning Interspeech 2019 Improved Generalization of Arabic Text Classifiers ACL 2019 Improved Precision and Recall Metric for Assessing Generative Models NeurIPS 2019 Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019 Improving Abstractive Document Summarization with Salient Information Modeling ACL 2019 Improving Action Localization by Progressive Cross-Stream Cooperation CVPR 2019 Improving Adversarial Robustness via Guided Complement Entropy ICCV 2019 Improving Answer Selection and Answer Triggering using Hard Negatives EMNLP 2019 Improving Black-box Adversarial Attacks with a Transfer-based Prior NeurIPS 2019 Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019 Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control IJCAI 2019