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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

A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention ICML 2021
MSA Transformer ICML 2021
What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021
Reinforcement Learning with Prototypical Representations ICML 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021
Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning CVPR 2021
Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021
Fine-Grained Angular Contrastive Learning With Coarse Labels CVPR 2021
Labeled From Unlabeled: Exploiting Unlabeled Data for Few-Shot Deep HDR Deghosting CVPR 2021
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On CVPR 2021
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021
Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching AAAI 2021
Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021
Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map CVPR 2021
Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection CVPR 2021
DeepSurfels: Learning Online Appearance Fusion CVPR 2021
Learning by Aligning Videos in Time CVPR 2021
Learning the Predictability of the Future CVPR 2021
Global Transport for Fluid Reconstruction With Learned Self-Supervision CVPR 2021
Im2Vec: Synthesizing Vector Graphics Without Vector Supervision CVPR 2021