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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

Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-Training CVPR 2023
DegAE: A New Pretraining Paradigm for Low-Level Vision CVPR 2023
Gated Stereo: Joint Depth Estimation From Gated and Wide-Baseline Active Stereo Cues CVPR 2023
Masked Image Training for Generalizable Deep Image Denoising CVPR 2023
DejaVu: Conditional Regenerative Learning To Enhance Dense Prediction CVPR 2023
Learning Transformation-Predictive Representations for Detection and Description of Local Features CVPR 2023
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning CVPR 2023
AutoRecon: Automated 3D Object Discovery and Reconstruction CVPR 2023
Implicit 3D Human Mesh Recovery Using Consistency With Pose and Shape From Unseen-View CVPR 2023
Emergent Correspondence from Image Diffusion NIPS 2023
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow NIPS 2023
Adversarial Examples Are Not Real Features NIPS 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising NIPS 2023
Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing NIPS 2023
Combating Representation Learning Disparity with Geometric Harmonization NIPS 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model NIPS 2023
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations NIPS 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NIPS 2023
Siamese Masked Autoencoders NIPS 2023
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning NIPS 2023
ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections NIPS 2023
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment NIPS 2023
Masked Image Residual Learning for Scaling Deeper Vision Transformers NIPS 2023
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery NIPS 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation NIPS 2023