Techniques

The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ACL 2020 The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation WACV 2020 The Tree Ensemble Layer: Differentiability meets Conditional Computation ICML 2020 The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units Interspeech 2020 Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation AAAI 2020 Time-Domain Target-Speaker Speech Separation with Waveform-Based Speaker Embedding Interspeech 2020 TinyTL: Reduce Memory, Not Parameters for Efficient On-Device Learning NeurIPS 2020 TNT: Text Normalization based Pre-training of Transformers for Content Moderation EMNLP 2020 Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020 Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes CVPR 2020 Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations MLHC 2020 Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific Parameterization ACL 2020 Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020 Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts NeurIPS 2020 Towards data-driven stroke rehabilitation via wearable sensors and deep learning MLHC 2020 Towards Deeper Graph Neural Networks with Differentiable Group Normalization NeurIPS 2020 Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020 Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-Training CVPR 2020 Towards Learning Convolutions from Scratch NeurIPS 2020 Towards Making the Most of BERT in Neural Machine Translation AAAI 2020 Towards Robust Image Classification Using Sequential Attention Models CVPR 2020 Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization ICLR 2020 Towards Transparent and Explainable Attention Models ACL 2020 Towards Visually Explaining Variational Autoencoders CVPR 2020 Training Binary Neural Networks through Learning with Noisy Supervision ICML 2020