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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Temporal Contrastive Pretraining for Video Action Recognition WACV 2020
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP UAI 2020
Learning Representations by Predicting Bags of Visual Words CVPR 2020
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation From Transformers by Self-Supervised Learning of Sketch Gestalt CVPR 2020
Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning AAAI 2020
Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition CVPR 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020
Visual Chirality CVPR 2020
Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End CVPR 2020
Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020
Auxiliary Tasks Speed Up Learning Point Goal Navigation CORL 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020
Active World Model Learning with Progress Curiosity ICML 2020
Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning ICML 2020
ICface: Interpretable and Controllable Face Reenactment Using GANs WACV 2020
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering IJCAI 2020
Charting the Right Manifold: Manifold Mixup for Few-shot Learning WACV 2020
A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels WACV 2020
Self-Supervised Tuning for Few-Shot Segmentation IJCAI 2020
Goal-Aware Prediction: Learning to Model What Matters ICML 2020
Skew-Fit: State-Covering Self-Supervised Reinforcement Learning ICML 2020
When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020
Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision INTERSPEECH 2020
Debiased Contrastive Learning NIPS 2020
Time-Consistent Self-Supervision for Semi-Supervised Learning ICML 2020