Deep Learning

Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021 Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset ICML 2021 Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021 DORO: Distributional and Outlier Robust Optimization ICML 2021 DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021 Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition Interspeech 2021 Efficient Explanations from Empirical Explainers EMNLP 2021 Efficient Poverty Mapping from High Resolution Remote Sensing Images AAAI 2021 eTranslation’s Submissions to the WMT 2021 News Translation Task EMNLP 2021 Excess Capacity and Backdoor Poisoning NeurIPS 2021 Exploring Temporal Coherence for More General Video Face Forgery Detection ICCV 2021 Findings of the 2021 Conference on Machine Translation (WMT21) EMNLP 2021 Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021 Findings of the WMT Shared Task on Machine Translation Using Terminologies EMNLP 2021 Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets EMNLP 2021 GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021 Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021 Generalization Performance of Multi-pass Stochastic Gradient Descent with Convex Loss Functions JMLR 2021 Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation ICML 2021 Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021 Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021 Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021 Hierarchical Memory Matching Network for Video Object Segmentation ICCV 2021 How Length Prediction Influence the Performance of Non-Autoregressive Translation? EMNLP 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021