Medical Imaging

FARF-Net: Frequency-guided Adaptive Receptive Field Network for Edge-enhanced Polyp Segmentation WACV 2026 FBTA: Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging and Translation Alignment CVPR 2026 FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI AAAI 2026 FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification AAAI 2026 Fetal and Neonatal Cortical Surface Reconstruction with Anatomical Normal-guidance and Perceptual Enhancements WACV 2026 FLoMo-Net: A Novel Task-Adaptive Mixture of Experts Routing Framework with Frequency and Uncertainty Correction for Medical Image Segmentation WACV 2026 FluoCLIP: Stain-Aware Focus Quality Assessment in Fluorescence Microscopy CVPR 2026 FourierPET: Deep Fourier-based Unrolled Network for Low-count PET Reconstruction AAAI 2026 FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning AAAI 2026 Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis AAAI 2026 From Corners to Fiducial Tags: Revisiting Checkerboard Calibration for Event Cameras CVPR 2026 From Infusion to Assimilation Distillation for Medical Image Segmentation CVPR 2026 From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026 From Spots to Pixels: Dense Spatial Gene Expression Prediction from Histology Images CVPR 2026 FunnyNodules: A Customizable Medical Dataset Tailored for Evaluating Explainable AI MIDL 2026 GaussianPile: A Unified Sparse Gaussian Splatting Framework for Slice-based Volumetric Reconstruction CVPR 2026 GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding AAAI 2026 GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026 Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation AAAI 2026 GeoReg: Direct biplanar DSA-to-CTA registration with geodesic consistency for acute ischemic stroke MIDL 2026 GH-NAF: Grid-Adaptive Hash-Level-Attended Neural Attenuation Fields for Discrepancy-Aware CBCT CVPR 2026 GIIM: Graph-based Learning of Inter- and Intra-view Dependencies for Multi-view Medical Image Diagnosis AAAI 2026 Graph-Semantic Guided Learning for Virtual Immunohistochemistry Staining on Consecutive Histology Sections AAAI 2026 Graph-Theoretic Consistency for Robust and Topology-Aware Semi-Supervised Histopathology Segmentation (Student Abstract) AAAI 2026 GraphULM: A Multi-Resolution CNN and GCN Framework for Ultrasound Localization Microscopy MIDL 2026