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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

Contrastive Learning with Boosted Memorization ICML 2022
Position Prediction as an Effective Pretraining Strategy ICML 2022
Self-supervised Models are Good Teaching Assistants for Vision Transformers ICML 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers ICML 2022
Exploring the Gap between Collapsed & Whitened Features in Self-Supervised Learning ICML 2022
On the Difficulty of Defending Self-Supervised Learning against Model Extraction ICML 2022
Self-Supervised Learning of Domain Invariant Features for Depth Estimation WACV 2022
Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022
Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022
Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language ICML 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022
Self-Supervised Correlation Mining Network for Person Image Generation CVPR 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device INTERSPEECH 2022
WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery CVPR 2022
Unsupervised Learning of Accurate Siamese Tracking CVPR 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022
Self-Supervised Neural Articulated Shape and Appearance Models CVPR 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022
Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Contrastive Test-Time Adaptation CVPR 2022
Self-Supervised Test-Time Adaptation on Video Data WACV 2022
Online-Updated High-Order Collaborative Networks for Single Image Deraining AAAI 2022
Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption AAAI 2022