Techniques

STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification AAAI 2019 Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers NeurIPS 2019 Structured Two-Stream Attention Network for Video Question Answering AAAI 2019 Structure Learning for Neural Module Networks EMNLP 2019 Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation ACL 2019 Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification Interspeech 2019 Superposition of many models into one NeurIPS 2019 Super Sparse Convolutional Neural Networks AAAI 2019 Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019 Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks NeurIPS 2019 Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models Interspeech 2019 Switchable Whitening for Deep Representation Learning ICCV 2019 Syntax-Enhanced Self-Attention-Based Semantic Role Labeling EMNLP 2019 Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019 Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network SemEval 2019 TECHSSN at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Tweets using Deep Neural Networks SemEval 2019 Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations. NeurIPS 2019 Temporal Graph Convolutional Networks for Automatic Seizure Detection MLHC 2019 Temporal Video Analyzer (TVAN): Efficient Temporal Video Analysis for Robust Video Description and Search AAAI 2019 TensorLy: Tensor Learning in Python JMLR 2019 Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems NAACL 2019 The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser NAACL 2019 The Evolved Transformer ICML 2019 The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes AAAI 2019 The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity Interspeech 2019