self-supervised learning

Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection AAAI 2026 Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning AAAI 2026 Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach CVPR 2026 TechING: Towards Real World Technical Image Understanding via VLMs EACL 2026 TeFlow: Enabling Multi-frame Supervision for Self-Supervised Feed-forward Scene Flow Estimation CVPR 2026 TerraSeg: Self-Supervised Ground Segmentation for Any LiDAR CVPR 2026 TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis CVPR 2026 Test-Time 3D Occupancy Prediction CVPR 2026 Time2Agri: Temporal Pretext Tasks for Agricultural Monitoring AAAI 2026 TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction CVPR 2026 TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting AAAI 2026 Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications AAAI 2026 Time Series Forecasting via Direct Per-Step Probability Distribution Modeling AAAI 2026 TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment CVPR 2026 TM-BSN: Triangular-Masked Blind-Spot Network for Real-World Self-Supervised Image Denoising CVPR 2026 TokenGS: Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokens CVPR 2026 Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection (Abstract Reprint) AAAI 2026 Towards Effective Surgical Representation Learning with DINO Models MIDL 2026 Towards Egocentric 3D Hand Pose Estimation in Unseen Domains WACV 2026 Towards Foundation Models for 3D Scene Understanding: Instance-Aware Self-Supervised Learning for Point Clouds CVPR 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 Towards Stable Self-Supervised Object Representations in Unconstrained Egocentric Video CVPR 2026 Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective AAAI 2026 Tracking by Predicting 3-D Gaussians Over Time CVPR 2026 TrackMAE: Video Representation Learning via Track Mask and Predict CVPR 2026