self-supervised learning

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 Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment AAAI 2026 Object-Centric Latent Action Learning AAAI 2026 OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation CVPR 2026 Online3R: Online Learning for Consistent Sequential Reconstruction Based on Geometry Foundation Model CVPR 2026 On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition AAAI 2026 On the Asymptotics of Self-Supervised Pre-training: Two-Stage M-Estimation and Representation Symmetry COLT 2026 PAC-Bayesian Analysis of the Surrogate Relation between Joint Embedding and Supervised Downstream Losses ALT 2026 Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech Recognition EACL 2026 Parameter-Free Clustering via Self-Supervised Consensus Maximization AAAI 2026 PGA: Prior-free Generative Attack for Practical No-box Scenario 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 PointChain: Learning Generalizable Point Cloud Representations via Structural Chain Modeling AAAI 2026 Point-SRA: Self-Representation Alignment for 3D Representation Learning AAAI 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 Progressive Mask Distillation for Self-supervised Video Representation CVPR 2026 QA-MoE: Towards a Continuous Reliability Spectrum with Quality-Aware Mixture of Experts for Robust Multimodal Sentiment Analysis ACL 2026 QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion AAAI 2026 QueryOcc: Query-based Self-Supervision for 3D Semantic Occupancy CVPR 2026 RadarMP: Motion Perception for 4D mmWave Radar in Autonomous Driving AAAI 2026 RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation CVPR 2026