Deep Learning

The JHU ASR System for VOiCES from a Distance Challenge 2019 Interspeech 2019 The JHU Speaker Recognition System for the VOiCES 2019 Challenge Interspeech 2019 The LAIX Systems in the BEA-2019 GEC Shared Task ACL 2019 The Laplacian in RL: Learning Representations with Efficient Approximations ICLR 2019 The Level Weighted Structural Similarity Loss: A Step Away from MSE AAAI 2019 The LMU Munich Unsupervised Machine Translation System for WMT19 ACL 2019 The LORACs Prior for VAEs: Letting the Trees Speak for the Data AISTATS 2019 The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks ICLR 2019 The Lower The Simpler: Simplifying Hierarchical Recurrent Models NAACL 2019 The MLLP-UPV Spanish-Portuguese and Portuguese-Spanish Machine Translation Systems for WMT19 Similar Language Translation Task ACL 2019 The MLLP-UPV Supervised Machine Translation Systems for WMT19 News Translation Task ACL 2019 The Myth of Double-Blind Review Revisited: ACL vs. EMNLP EMNLP 2019 The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision ICLR 2019 The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ACL 2019 The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks NeurIPS 2019 Theoretical Analysis of Auto Rate-Tuning by Batch Normalization ICLR 2019 Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019 Theoretical guarantees for sampling and inference in generative models with latent diffusions COLT 2019 Theoretical Investigation of Generalization Bound for Residual Networks IJCAI 2019 The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree Linearization EMNLP 2019 The Perfect Match: 3D Point Cloud Matching With Smoothed Densities CVPR 2019 The Point Where Reality Meets Fantasy: Mixed Adversarial Generators for Image Splice Detection NeurIPS 2019 The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos CVPR 2019 The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019