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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering CVPR 2021
Generalized Domain Adaptation CVPR 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021
Self-Supervised Visibility Learning for Novel View Synthesis CVPR 2021
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021
Robust Audio-Visual Instance Discrimination CVPR 2021
Progressive Unsupervised Learning for Visual Object Tracking CVPR 2021
Learning High Fidelity Depths of Dressed Humans by Watching Social Media Dance Videos CVPR 2021
Unsupervised Learning of Depth and Depth-of-Field Effect From Natural Images With Aperture Rendering Generative Adversarial Networks CVPR 2021
There Is More Than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking With Sound by Distilling Multimodal Knowledge CVPR 2021
Learning To Aggregate and Personalize 3D Face From In-the-Wild Photo Collection CVPR 2021
Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency CVPR 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021
Playable Video Generation CVPR 2021
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021
Recurrent Multi-View Alignment Network for Unsupervised Surface Registration CVPR 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection CVPR 2021
Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021
SPSG: Self-Supervised Photometric Scene Generation From RGB-D Scans CVPR 2021
Generative Hierarchical Features From Synthesizing Images CVPR 2021
SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CVPR 2021
Simple and Effective Stochastic Neural Networks AAAI 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021