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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Modeling the Compatibility of Stem Tracks to Generate Music Mashups AAAI 2021
Structural Pre-training for Dialogue Comprehension ACL 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning NIPS 2021
Multiple Object Tracking With Correlation Learning CVPR 2021
Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation CVPR 2021
Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models ACL 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021
On Feature Decorrelation in Self-Supervised Learning ICCV 2021
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks NIPS 2021
Discovering 3D Parts From Image Collections ICCV 2021
Meta-learning to Improve Pre-training NIPS 2021
Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021
Contrastive Active Inference NIPS 2021
Dynamic Surface Function Networks for Clothed Human Bodies ICCV 2021
Hand-Object Contact Consistency Reasoning for Human Grasps Generation ICCV 2021
Learning State Representations from Random Deep Action-conditional Predictions NIPS 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training INTERSPEECH 2021
Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning INTERSPEECH 2021
Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning CVPR 2021
Dense Contrastive Learning for Self-Supervised Visual Pre-Training CVPR 2021
Action Shuffle Alternating Learning for Unsupervised Action Segmentation CVPR 2021
Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021