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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention NIPS 2020
Self-Supervised MultiModal Versatile Networks NIPS 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020
Functional Regularization for Representation Learning: A Unified Theoretical Perspective NIPS 2020
Meeting the 2020 Duolingo Challenge on a Shoestring ACL 2020
DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification SEMEVAL 2020
Analyzing Neural Discourse Coherence Models EMNLP 2020
Learning Agile Robotic Locomotion Skills by Imitating Animals RSS 2020
Auxiliary Tasks Speed Up Learning Point Goal Navigation CORL 2020
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency CORL 2020
Attention-Privileged Reinforcement Learning CORL 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction CORL 2020
Augmenting GAIL with BC for sample efficient imitation learning CORL 2020
PsuedoProp at SemEval-2020 Task 11: Propaganda Span Detection Using BERT-CRF and Ensemble Sentence Level Classifier SEMEVAL 2020
Testing Database Engines via Pivoted Query Synthesis OSDI 2020
Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations MIDL 2020
Time Flies: Animating a Still Image With Time-Lapse Video As Reference CVPR 2020
Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis CVPR 2020
Improving Auto-Augment via Augmentation-Wise Weight Sharing NIPS 2020
Deep Automodulators NIPS 2020
A Stochastic Conditioning Scheme for Diverse Human Motion Prediction CVPR 2020
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching CVPR 2020
Unsupervised Intra-Domain Adaptation for Semantic Segmentation Through Self-Supervision CVPR 2020
A Self-supervised Approach for Adversarial Robustness CVPR 2020