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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

Seasonal Contrast: Unsupervised Pre-Training From Uncurated Remote Sensing Data ICCV 2021
Efficient Training of Visual Transformers with Small Datasets NIPS 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text NIPS 2021
Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly NIPS 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side) NIPS 2021
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration NIPS 2021
End-to-end Multi-modal Video Temporal Grounding NIPS 2021
Local plasticity rules can learn deep representations using self-supervised contrastive predictions NIPS 2021
Self-Improved Retrosynthetic Planning ICML 2021
Contrastive Attention Maps for Self-Supervised Co-Localization ICCV 2021
Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation NIPS 2021
Noise2Score: Tweedie’s Approach to Self-Supervised Image Denoising without Clean Images NIPS 2021
Test-Time Personalization with a Transformer for Human Pose Estimation NIPS 2021
StructDepth: Leveraging the Structural Regularities for Self-Supervised Indoor Depth Estimation ICCV 2021
Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity ICCV 2021
R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating ICCV 2021
Self-Supervised Object Detection via Generative Image Synthesis ICCV 2021
Bootstrap Your Own Correspondences ICCV 2021
Explaining Self-Supervised Image Representations with Visual Probing IJCAI 2021
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021
Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion ICCV 2021
Viewpoint Invariant Dense Matching for Visual Geolocalization ICCV 2021
No RL, No Simulation: Learning to Navigate without Navigating NIPS 2021
Improving Contrastive Learning by Visualizing Feature Transformation ICCV 2021
TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021