self-supervised learning

Learning Generalizable 3D Medical Image Representations from Mask-Guided Self-Supervision CVPR 2026 Learning Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning MIDL 2026 Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation AAAI 2026 Learning to Drive is a Free Gift: Large-Scale Label-Free Autonomy Pretraining from Unposed In-The-Wild Videos CVPR 2026 Learning to LEAP: Efficient Dense Point Tracking by Focusing Where It Matters AAAI 2026 Learning to See Through a Baby's Eyes: Early Visual Diets Enable Robust Visual Intelligence in Humans and Machines CVPR 2026 Learning to Track Instance from Single Nature Language Description CVPR 2026 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 MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data WACV 2026 Make it SING: Analyzing Semantic Invariants in Classifiers CVPR 2026 MaRS: A Multi-modality Very-high-resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning AAAI 2026 Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning CVPR 2026 Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026 Masked Representation Modeling for Domain-Adaptive Segmentation CVPR 2026 Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding EACL 2026 MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery ACL 2026 MEDAL: multi-modal MEta-space Distillation and ALignment for Visual Compatibility Learning WACV 2026 MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging AAAI 2026 Multi-view Invariance Learning for 3D Scene Graph Pre-training via Collaborative Cross-Modal Regularization 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 NeuroBridge: Bio-Inspired Self-Supervised EEG-to-Image Decoding via Cognitive Priors and Bidirectional Semantic Alignment AAAI 2026