Self-Supervised Learning

LEMON: A Large Endoscopic MONocular Dataset and Foundation Model for Perception in Surgical Settings CVPR 2026 LF-BVN: Blind-View Network for Self-Supervised Light Field Denoising CVPR 2026 Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026 Low-Rank Test-Time Training for Pre-Trained Point Cloud Models CVPR 2026 MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026 MARCO: Navigating the Unseen Space of Semantic Correspondence CVPR 2026 MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery ACL 2026 MEMO: Human-like Crisp Edge Detection Using Masked Edge Prediction CVPR 2026 MMG-VL: A Vision-Language Driven Approach for Multi-Person Motion Generation AAAI 2026 MuM: Multi-View Masked Image Modeling for 3D Vision CVPR 2026 MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification AAAI 2026 MVP: Enhancing Video Large Language Models via Self-supervised Masked Video Prediction ACL 2026 NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining CVPR 2026 NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization CVPR 2026 Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising CVPR 2026 OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation CVPR 2026 OMG-Bench: A New Challenging Benchmark for Skeleton-based Online Micro Hand Gesture Recognition CVPR 2026 Online3R: Online Learning for Consistent Sequential Reconstruction Based on Geometry Foundation Model CVPR 2026 ORSATR-X: A Foundation Model based on Differential-and-Excitation Networks for Optical Remote Sensing Object Recognition CVPR 2026 PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction CVPR 2026 PhysSkin: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning CVPR 2026 PointCSP: Cross-Sample Semantic Propagation and Stability Preservation in Self-Supervised Point Cloud Learning CVPR 2026 Privacy-preserving Prosody Representation Learning ACL 2026 PriVi: Towards a General-Purpose Video Model for Primate Behavior in the Wild CVPR 2026 Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026