Self-Supervised Learning

Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation ACL 2020 Just Go With the Flow: Self-Supervised Scene Flow Estimation CVPR 2020 Label-Efficient Training for Next Response Selection EMNLP 2020 Labelling unlabelled videos from scratch with multi-modal self-supervision NeurIPS 2020 Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? EMNLP 2020 Learn a Global Appearance Semi-Supervisedly for Synthesizing Person Images WACV 2020 Learning a Dynamic Map of Visual Appearance CVPR 2020 Learning by Analogy: Reliable Supervision From Transformations for Unsupervised Optical Flow Estimation CVPR 2020 Learning Deep Relations to Promote Saliency Detection AAAI 2020 Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020 Learning Interpretable Representations with Informative Entanglements IJCAI 2020 Learning Object-Centric Representations of Multi-Object Scenes from Multiple Views NeurIPS 2020 Learning Representations by Predicting Bags of Visual Words CVPR 2020 Learning Representations from Audio-Visual Spatial Alignment NeurIPS 2020 Learning Selective Self-Mutual Attention for RGB-D Saliency Detection CVPR 2020 Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020 Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020 Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting AAAI 2020 Learning to See Through Obstructions CVPR 2020 Learning Video Object Segmentation From Unlabeled Videos CVPR 2020 Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020 Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020 Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object Reconstruction CVPR 2020 Lexical Simplification with Pretrained Encoders AAAI 2020 LIT Team’s System Description for Japanese-Chinese Machine Translation Task in IWSLT 2020 ACL 2020