Techniques

The Laplacian in RL: Learning Representations with Efficient Approximations ICLR 2019 The Lower The Simpler: Simplifying Hierarchical Recurrent Models NAACL 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 The Pros and Cons: Rank-Aware Temporal Attention for Skill Determination in Long Videos CVPR 2019 The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 SemEval 2019 The Singular Values of Convolutional Layers ICLR 2019 T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019 To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression AAAI 2019 Token-level Dynamic Self-Attention Network for Multi-Passage Reading Comprehension ACL 2019 Top-Down Neural Model For Formulae ICLR 2019 Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information EMNLP 2019 Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ACL 2019 TossingBot: Learning to Throw Arbitrary Objects with Residual Physics RSS 2019 Towards a Better Understanding and Regularization of GAN Training Dynamics UAI 2019 Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019 Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019 Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019 Towards Interpretable Reinforcement Learning Using Attention Augmented Agents NeurIPS 2019 Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019 Towards modular and programmable architecture search NeurIPS 2019 Towards Practical Alternating Least-Squares for CCA NeurIPS 2019 Towards Rich Feature Discovery With Class Activation Maps Augmentation for Person Re-Identification CVPR 2019 Towards Robust Named Entity Recognition for Historic German ACL 2019 Towards Understanding Regularization in Batch Normalization ICLR 2019