Self-Supervised Learning

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020 Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract) AAAI 2020 End-to-End Learning of Visual Representations From Uncurated Instructional Videos CVPR 2020 Estimating Low-Rank Region Likelihood Maps CVPR 2020 Evolving Losses for Unsupervised Video Representation Learning CVPR 2020 Exchangeable Generative Models with Flow Scans AAAI 2020 Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020 Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition AAAI 2020 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020 Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020 Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ACL 2020 Exploring Unlabeled Faces for Novel Attribute Discovery CVPR 2020 Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020 Extremely Dense Point Correspondences Using a Learned Feature Descriptor CVPR 2020 Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020 Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation AAAI 2020 Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning CVPR 2020 Feedback-Based Self-Learning in Large-Scale Conversational AI Agents AAAI 2020 FELIX: Flexible Text Editing Through Tagging and Insertion EMNLP 2020 Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching CVPR 2020 Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020 From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement CVPR 2020 From Image Collections to Point Clouds With Self-Supervised Shape and Pose Networks CVPR 2020 Functional Regularization for Representation Learning: A Unified Theoretical Perspective NeurIPS 2020 FX-GAN: Self-Supervised GAN Learning via Feature Exchange WACV 2020