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Foundation Models

278 papers

Papers per year

5
13
23
104
117
16

Papers

Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026
One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026
OPFormer: Object Pose Estimation Leveraging Foundation Model with Geometric Encoding WACV 2026
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM WACV 2026
Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026
POWSM: A Phonetic Open Whisper-Style Speech Foundation Model ACL 2026
UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models ACL 2026
StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology MIDL 2026
TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models MIDL 2026
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation MIDL 2026
Revisiting foundation models for cell instance segmentation MIDL 2026
Domain-Constrained Distillation of DINOv3 into a Lightweight Foundation Model Toward Point-of-Care Ultrasound MIDL 2026
Unlocking 2D Promptable Foundation Models for 3D Vessel Segmentation by Automatic Prompt Generation MIDL 2026
Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data MIDL 2026
Scalable Detection of Undiagnosed ILD in Population Screening: A Multi-Cohort Study using 3D Foundation Models MIDL 2026
Virtual-Eyes: Quantitative Validation of a Lung CT Quality-Control Pipeline for Foundation-Model Cancer Risk Prediction MIDL 2026
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction AAAI 2025
Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking AAAI 2025
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans AAAI 2025
Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025
SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection AAAI 2025
Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community AAAI 2025
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance AAAI 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025