medical imaging

SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026 Similarity-as-Evidence: Calibrating Overconfident VLMs for Interpretable and Label-Efficient Medical Active Learning CVPR 2026 Sparse Spectral LoRA: Routed Experts for Medical VLMs CVPR 2026 Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 Test-Time Adaptation through Semantically-guided Feature Decomposition for Few-shot Chest X-ray Diagnosis WACV 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 TraceTrans: Translation and Spatial Tracing for Surgical Prediction AAAI 2026 UI-Styler: Ultrasound Image Style Transfer with Class-Aware Prompts for Cross-Device Diagnosis Using a Frozen Black-Box Inference Network WACV 2026 Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding CVPR 2026 Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026 Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers AAAI 2026 VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging AAAI 2026 Versatile Vision-Language Model for 3D Computed Tomography AAAI 2026 Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026 VoDaSuRe: A Large-Scale Dataset Revealing Domain Shift in Volumetric Super-Resolution CVPR 2026 VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation AAAI 2026 WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images AAAI 2026 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025 A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025 Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models CVPR 2025 Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025 AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025 Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models WACV 2025 AI-Assisted Triage and Decision Support of Head and Neck Cancer Screening and Diagnosis in Low-Resourced Settings IJCAI 2025