conftrace_

vision foundation model

82 papers

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Also known as

VFM

Co-occurring keywords

semantic segmentation (3186) foundation model (735) domain generalization (1522) depth estimation (1542) object detection (2762) zero-shot learning (3650) knowledge distillation (3725) domain adaptation (4595) transfer learning (5449) vision transformer (1106)

Papers

Exploring Generalizable Remote Sensing Change Detection via Low-Rank Exchange Adaptation of Vision Foundation Model AAAI 2026
SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching AAAI 2026
Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models AAAI 2026
Incentivizing DINOv3 Adaptation for Medical Vision Tasks via Feature Disentanglement MIDL 2026
OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026
One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026
SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection AAAI 2026
Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026
A-ADAPT: Adaptive Intracranial Artery Segmentation with Morphology-Guided Prompts and Difficulty-Aware Learning MIDL 2026
VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric–Semantic Feature Fusion MIDL 2026
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection AAAI 2026
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025
Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025
ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads ICCV 2025
All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025
Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation ICCV 2025
Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching ICCV 2025
Robust SAM: On the Adversarial Robustness of Vision Foundation Models AAAI 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025
World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model ICCV 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes ICCV 2025
LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks WACV 2025
Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025