Foundation Models

Segment Anything, Even Occluded CVPR 2025 Segment Anything for Histopathology MIDL 2025 Segment Anything Meets Point Tracking WACV 2025 Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance AAAI 2025 SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025 SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025 SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing ICCV 2025 STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM AAAI 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025 TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025 TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025 Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates ICCV 2025 Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans AAAI 2025 Towards All-in-One Medical Image Re-Identification CVPR 2025 Towards Foundational Models for Single-Chip Radar ICCV 2025 Towards Generalizable Scene Change Detection CVPR 2025 Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model CVPR 2025 Towards Pre-training an Effective Respiratory Audio Foundation Model Interspeech 2025 Towards Real-Time Open-Vocabulary Video Instance Segmentation WACV 2025 Transferring Foundation Models for Generalizable Robotic Manipulation WACV 2025 Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video CVPR 2025 Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025 Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025 UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025