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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

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

UKPGAN: A General Self-Supervised Keypoint Detector CVPR 2022
Learning to Hash Naturally Sorts IJCAI 2022
Multi-Robot Scene Completion: Towards Task-Agnostic Collaborative Perception CORL 2022
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022
Exploring transformers and time lag features for predicting changes in mood over time NAACL 2022
Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022
SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation CORL 2022
Representation Learning for Object Detection from Unlabeled Point Cloud Sequences CORL 2022
Deep Projective Rotation Estimation through Relative Supervision CORL 2022
Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022
ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022
Self-Taught Metric Learning Without Labels CVPR 2022
Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks CORL 2022
Learning Program Representations for Food Images and Cooking Recipes CVPR 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022
Backdoor Attacks on Self-Supervised Learning CVPR 2022
CAPRI-Net: Learning Compact CAD Shapes With Adaptive Primitive Assembly CVPR 2022
The optimal noise in noise-contrastive learning is not what you think UAI 2022
Learning to Estimate Object Poses without Real Image Annotations IJCAI 2022
Self-supervised representations for multi-view reinforcement learning UAI 2022
Self-Supervised Video Transformer CVPR 2022
RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior CVPR 2022
Consistent Explanations by Contrastive Learning CVPR 2022
The Surprising Effectiveness of Representation Learning for Visual Imitation RSS 2022
Single Source One Shot Reenactment Using Weighted Motion From Paired Feature Points WACV 2022