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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

Self-Supervised Visual Acoustic Matching NIPS 2023
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision NIPS 2023
An Information Theory Perspective on Variance-Invariance-Covariance Regularization NIPS 2023
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning NIPS 2023
SwiFT: Swin 4D fMRI Transformer NIPS 2023
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners NIPS 2023
Localized Symbolic Knowledge Distillation for Visual Commonsense Models NIPS 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery NIPS 2023
PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection NIPS 2023
Disentangling Voice and Content with Self-Supervision for Speaker Recognition NIPS 2023
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations MIDL 2023
Frozen Language Model Helps ECG Zero-Shot Learning MIDL 2023
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays MIDL 2023
Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space MIDL 2023
MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation MIDL 2023
Radiology Reports Improve Visual Representations Learned from Radiographs MIDL 2023
A comparison of self-supervised pretraining approaches for predicting disease risk from chest radiograph images MIDL 2023
BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023
Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023
Self-supervised Example Difficulty Balancing for Local Descriptor Learning ACML 2023
Learning Object-Centric Dynamic Modes from Video and Emerging Properties L4DC 2023
Robot Learning with Sensorimotor Pre-training CORL 2023
Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CORL 2023
Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards CORL 2023
A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots CORL 2023