Computer Vision

MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation CVPR 2026 MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA CVPR 2026 Medic-AD: Towards Medical Vision-Language Model's Clinical Intelligence CVPR 2026 Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits? AAAI 2026 MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation MIDL 2026 MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities WACV 2026 MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation AAAI 2026 Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement AAAI 2026 Mem4D: Decoupling Static and Dynamic Memory for Dynamic Scene Reconstruction AAAI 2026 Memory-Augmented Representation for Efficient Event-based Visuomotor Policy Learning with Adaptive Perception and Control WACV 2026 Memory-Augmented Scene Understanding and Exploration for Open-World Aerial Object-Goal Navigation CVPR 2026 Memory Matters: Boosting Training-Free Zero-Shot Temporal Action Localization with a Learnable Lookup Table CVPR 2026 MERG3R: A Divide-and-Conquer Approach to Large-Scale Neural Visual Geometry CVPR 2026 MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026 MERIT: Multi-domain Efficient RAW Image Translation CVPR 2026 MER-Tracker: Towards High-Speed 3D Point Tracking via Multi-View Event-RGB Hybrid Cameras CVPR 2026 Mesh4D: 4D Mesh Reconstruction and Tracking from Monocular Video CVPR 2026 MeshFlow: Efficient Artistic Mesh Generation via MeshVAE and Flow-based Diffusion Transformer CVPR 2026 MeshMosaic: Scaling Artist Mesh Generation via Local-to-Global Assembly CVPR 2026 MeshRipple: Structured Autoregressive Generation of Artist-Meshes CVPR 2026 MeshSplat: Generalizable Sparse-View Surface Reconstruction via Gaussian Splatting AAAI 2026 MeshSplatting: Differentiable Rendering with Opaque Meshes CVPR 2026 MeshWeaver: Sparse-Voxel-Guided Surface Weaving for Autoregressive Mesh Generation CVPR 2026 MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images ACL 2026 Meta-CoT: Enhancing Granularity and Generalization in Image Editing CVPR 2026