← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

EEGMirror: Leveraging EEG Data in the Wild via Montage-Agnostic Self-Supervision for EEG to Video Decoding ICCV 2025
Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025
Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection ICCV 2025
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos ICCV 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations ICCV 2025
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization ICCV 2025
Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection CVPR 2025
VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving CVPR 2025
Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025
Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer CVPR 2025
Reconstructing Close Human Interaction with Appearance and Proxemics Reasoning CVPR 2025
What if Othello-Playing Language Models Could See? EMNLP 2025
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment CVPR 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding ICCV 2025
VideoGEM: Training-free Action Grounding in Videos CVPR 2025
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025
Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025
Beyond Generation: A Diffusion-based Low-level Feature Extractor for Detecting AI-generated Images CVPR 2025
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025
Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic Segmentation ICCV 2025
GECO: Geometrically Consistent Embedding with Lightspeed Inference ICCV 2025
Pippo: High-Resolution Multi-View Humans from a Single Image CVPR 2025