Self-Supervised Learning

Coordinate Denoising for Non-Equilibrium Molecular Representation Learning CVPR 2026 Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing ACL 2026 CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones WACV 2026 Cross-modal Prompting for Balanced Incomplete Multi-modal Emotion Recognition AAAI 2026 Decoupled and Reusable Adaptation for Efficient Cross-Modal Transfer CVPR 2026 Depth Any Endoscopy: Towards Self-Supervised Generalizable Depth Estimation in Monocular Endoscopy CVPR 2026 Difference in Task Performance on Sparse Speech Representations ACL 2026 Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE) CVPR 2026 Discriminative Self-Supervised Pre-Training for Esophagitis Detection in Upper GI Endoscopy Images MIDL 2026 DLWM: Dual Latent World Models enable Holistic Gaussian-centric Pre-training in Autonomous Driving CVPR 2026 Editprint: General Digital Image Forensics via Editing Fingerprint with Self-Augmentation Training CVPR 2026 Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT MIDL 2026 emg2speech: synthesizing speech from electromyography using self-supervised speech models ACL 2026 E-RayZer: Self-supervised 3D Reconstruction as Spatial Visual Pre-training CVPR 2026 Exploring Adaptive Masked Reconstruction for Self-Supervised Skeleton-Based Action Recognition CVPR 2026 Feature Hallucination for Self-supervised Action Recognition (Abstract Reprint) AAAI 2026 Featurising Pixels from Dynamic 3D Scenes with Linear In-Context Learners CVPR 2026 FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction AAAI 2026 FlashLips: 100-FPS Mask-Free Latent Lip-Sync using Reconstruction Instead of Diffusion or GANs CVPR 2026 Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMs ACL 2026 Flow3r: Factored Flow Prediction for Scalable Visual Geometry Learning CVPR 2026 FlowFixer: Towards Detail-Preserving Subject-Driven Generation CVPR 2026 FNOPT: Resolution-Agnostic, Self-Supervised Cloth Simulation using Meta-Optimization with Fourier Neural Operators WACV 2026 Forget Less by Learning Together through Concept Consolidation WACV 2026 Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning CVPR 2026