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Self-Supervised Learning

2959 directly classified papers

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Papers

Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-Wise Transformations CVPR 2020
Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images CVPR 2020
Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching CVPR 2020
ActBERT: Learning Global-Local Video-Text Representations CVPR 2020
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence CVPR 2020
Single-Stage Semantic Segmentation From Image Labels CVPR 2020
Evolving Losses for Unsupervised Video Representation Learning CVPR 2020
From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement CVPR 2020
ActionBytes: Learning From Trimmed Videos to Localize Actions CVPR 2020
Varicolored Image De-Hazing CVPR 2020
Oops! Predicting Unintentional Action in Video CVPR 2020
Leveraging Photometric Consistency Over Time for Sparsely Supervised Hand-Object Reconstruction CVPR 2020
Self-Supervised Scene De-Occlusion CVPR 2020
Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation AAAI 2020
Self-Supervised Learning for Generalizable Out-of-Distribution Detection AAAI 2020
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes AAAI 2020
Object-Oriented Dynamics Learning through Multi-Level Abstraction AAAI 2020
Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020
Simplify-Then-Translate: Automatic Preprocessing for Black-Box Translation AAAI 2020
Lexical Simplification with Pretrained Encoders AAAI 2020
On the Generation of Medical Question-Answer Pairs AAAI 2020
Capturing Greater Context for Question Generation AAAI 2020
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020