vision foundation model

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025 LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025 LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025 Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation CVPR 2025 Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching ICCV 2025 Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning ICLR 2025 Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025 Near, far: Patch-ordering enhances vision foundation models' scene understanding ICLR 2025 Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025 O$^3$Afford: One-Shot 3D Object-to-Object Affordance Grounding for Generalizable Robotic Manipulation CoRL 2025 Parameter Efficient Fine-Tuning of Segment Anything Model for Biomedical Imaging MIDL 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting ICML 2025 RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models CVPR 2025 Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models CVPR 2025 Robust SAM: On the Adversarial Robustness of Vision Foundation Models AAAI 2025 SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation ICLR 2025 Segment Anything for Histopathology MIDL 2025 Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance AAAI 2025 SKIL: Semantic Keypoint Imitation Learning for Generalizable Data-efficient Manipulation RSS 2025 Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail CVPR 2025 STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning ICLR 2025 Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025 Structured 3D Latents for Scalable and Versatile 3D Generation CVPR 2025 Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning ICLR 2025