Self-Supervised Learning

Learning to Generalize for Sequential Decision Making EMNLP 2020 Learning to ground medical text in a 3D human atlas CoNLL 2020 Learning to Have an Ear for Face Super-Resolution CVPR 2020 Learning to Orient Surfaces by Self-supervised Spherical CNNs NeurIPS 2020 Learning to Prove Theorems by Learning to Generate Theorems NeurIPS 2020 Learning to Restore Low-Light Images via Decomposition-and-Enhancement CVPR 2020 Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering ICLR 2020 Learning to Simulate Complex Physics with Graph Networks ICML 2020 Learning to Slide Unknown Objects with Differentiable Physics Simulations RSS 2020 Learning to summarize with human feedback NeurIPS 2020 Learning Visual Emotion Representations From Web Data CVPR 2020 Learning Visual Motion Segmentation Using Event Surfaces CVPR 2020 Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020 Less is More: Attention Supervision with Counterfactuals for Text Classification 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 LGML: Logic Guided Machine Learning (Student Abstract) AAAI 2020 Listening to Sounds of Silence for Speech Denoising NeurIPS 2020 Logic2Text: High-Fidelity Natural Language Generation from Logical Forms EMNLP 2020 Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors NeurIPS 2020 Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation EMNLP 2020 Long Short-Term Sample Distillation AAAI 2020 Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition CVPR 2020 LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration NeurIPS 2020 Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020