vision foundation model

NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering CVPR 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026 Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models AAAI 2026 Probing and Bridging Geometry-Interaction Cues for Affordance Reasoning in Vision Foundation Models CVPR 2026 Revisiting Model Stitching In the Foundation Model Era CVPR 2026 Scaling Parallel Sequence Models to Vision Foundation Models CVPR 2026 Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation CVPR 2026 Selfi: Self-improving Reconstruction Engine via 3D Geometric Feature Alignment CVPR 2026 SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching AAAI 2026 SigLino: Efficient Multi-Teacher Distillation for Agglomerative Vision Foundation Models CVPR 2026 SoccerMaster: A Vision Foundation Model for Soccer Understanding CVPR 2026 SOTA: Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation Models CVPR 2026 SPOT: Spatiotemporal Prompt Optimization for Motion-Stabilized MLLM-Guided Video Segmentation CVPR 2026 SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection AAAI 2026 TANGO: Learning Distribution-wise Foundation Prior Consistency and Instance-wise Style Calibration for Medical Image Generalization CVPR 2026 Tell2Adapt: A Unified Framework for Source Free Unsupervised Domain Adaptation via Vision Foundation Model CVPR 2026 Test-Time 3D Occupancy Prediction CVPR 2026 TF-SSD: A Strong Pipeline via Synergic Mask Filter for Training-free Co-salient Object Detection CVPR 2026 Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment CVPR 2026 Unlocking 3D Affordance Segmentation with 2D Semantic Knowledge CVPR 2026 VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric–Semantic Feature Fusion MIDL 2026 VIAFormer: Voxel-Image Alignment Transformer for High-Fidelity Voxel Refinement CVPR 2026 Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models CVPR 2026 AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization ICCV 2025