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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement AAAI 2023
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection CVPR 2023
MaskBooster: End-to-End Self-Training for Sparsely Supervised Instance Segmentation AAAI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023
ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification AAAI 2023
MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training CVPR 2023
JR2Net: Joint Monocular 3D Face Reconstruction and Reenactment AAAI 2023
Exploring Stochastic Autoregressive Image Modeling for Visual Representation AAAI 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation AAAI 2023
Good Helper Is around You: Attention-Driven Masked Image Modeling AAAI 2023
See Your Emotion from Gait Using Unlabeled Skeleton Data AAAI 2023
Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning AAAI 2023
Self-Supervised Image Denoising Using Implicit Deep Denoiser Prior AAAI 2023
Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023
Self-Feedback DETR for Temporal Action Detection ICCV 2023
OTAvatar: One-Shot Talking Face Avatar With Controllable Tri-Plane Rendering CVPR 2023
SparseMAE: Sparse Training Meets Masked Autoencoders ICCV 2023
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields CVPR 2023
MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery ICCV 2023
Improving Visual Representation Learning Through Perceptual Understanding CVPR 2023
SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023
Self-Guided Diffusion Models CVPR 2023
Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-Resolution ICCV 2023
Self-Supervised 3D Scene Flow Estimation Guided by Superpoints CVPR 2023
Semantic-Aware Superpixel for Weakly Supervised Semantic Segmentation AAAI 2023