{"total":46,"rows":[{"id":"2112.00390","title":"SegDiff: Image Segmentation with Diffusion Probabilistic Models","created":"2021-12-01","cited_by_count":280,"area":"diffusion"},{"id":"2304.04745","title":"Ambiguous Medical Image Segmentation using Diffusion Models","created":"2023-04-10","cited_by_count":92,"area":"diffusion"},{"id":"2305.19638","title":"A Unified Framework for U-Net Design and Analysis","created":"2023-05-31","cited_by_count":27,"area":"diffusion"},{"id":"2405.18087","title":"FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms","created":"2024-05-28","cited_by_count":25,"area":"diffusion"},{"id":"2405.20282","title":"SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow","created":"2024-05-30","cited_by_count":20,"area":"diffusion"},{"id":"2404.18444","title":"U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models","created":"2024-04-29","cited_by_count":17,"area":"diffusion"},{"id":"2304.05233","title":"Mask-conditioned latent diffusion for generating gastrointestinal polyp images","created":"2023-04-11","cited_by_count":16,"area":"diffusion"},{"id":"2505.07819","title":"H$^3$DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning","created":"2025-05-12","cited_by_count":16,"area":"diffusion"},{"id":"2312.08548","title":"EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment","created":"2023-12-13","cited_by_count":14,"area":"diffusion"},{"id":"2309.03335","title":"SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction","created":"2023-09-06","cited_by_count":12,"area":"diffusion"},{"id":"2308.05695","title":"Masked Diffusion as Self-supervised Representation Learner","created":"2023-08-10","cited_by_count":11,"area":"diffusion"},{"id":"2401.09325","title":"Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery","created":"2024-01-17","cited_by_count":10,"area":"diffusion"},{"id":"2303.05966","title":"Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions","created":"2023-03-10","cited_by_count":8,"area":"diffusion"},{"id":"2305.09447","title":"Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model","created":"2023-05-16","cited_by_count":8,"area":"diffusion"},{"id":"2406.03002","title":"Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis","created":"2024-06-05","cited_by_count":8,"area":"diffusion"},{"id":"2210.09549","title":"Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation","created":"2022-10-18","cited_by_count":7,"area":"diffusion"},{"id":"2404.12973","title":"Cross-modal Diffusion Modelling for Super-resolved Spatial Transcriptomics","created":"2024-04-19","cited_by_count":7,"area":"diffusion"},{"id":"2404.19604","title":"X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models","created":"2024-04-30","cited_by_count":5,"area":"diffusion"},{"id":"2502.06997","title":"Conditional diffusion model with spatial attention and latent embedding for medical image segmentation","created":"2025-02-10","cited_by_count":5,"area":"diffusion"},{"id":"2508.01058","title":"ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation","created":"2025-08-01","cited_by_count":3,"area":"diffusion"},{"id":"2312.14220","title":"Single-Cell RNA-seq Synthesis with Latent Diffusion Model","created":"2023-12-21","cited_by_count":2,"area":"diffusion"},{"id":"2407.11578","title":"UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction","created":"2024-07-16","cited_by_count":2,"area":"diffusion"},{"id":"2501.02447","title":"MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation","created":"2025-01-05","cited_by_count":2,"area":"diffusion"},{"id":"2504.11825","title":"TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation","created":"2025-04-16","cited_by_count":2,"area":"diffusion"},{"id":"2509.21913","title":"Equivariant Conditional Diffusion Model for Head and Neck CT Image Synthesis from CBCT","created":"2025-09-26","cited_by_count":2,"area":"diffusion"},{"id":"2311.06079","title":"Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks","created":"2023-11-10","cited_by_count":1,"area":"diffusion"},{"id":"2409.11689","title":"GUNet: A Graph Convolutional Network United Diffusion Model for Stable and Diversity Pose Generation","created":"2024-09-18","cited_by_count":1,"area":"diffusion"},{"id":"2512.04821","title":"LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation","created":"2025-12-04","cited_by_count":1,"area":"diffusion"},{"id":"2601.14841","title":"MTFlow: Time-Conditioned Flow Matching for Microtubule Segmentation in Noisy Microscopy Images","created":"2026-01-21","cited_by_count":1,"area":"diffusion"},{"id":"2606.21608","title":"CurvSegFlow: Time-Conditioned Flow Matching for Robust Segmentation of Curvilinear Structures in Noisy Biomedical Images","created":"2026-06-19","cited_by_count":1,"area":"diffusion"},{"id":"2402.07354","title":"Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models","created":"2024-02-12","cited_by_count":0,"area":"diffusion"},{"id":"2405.09056","title":"CTS: A Consistency-Based Medical Image Segmentation Model","created":"2024-05-15","cited_by_count":0,"area":"diffusion"},{"id":"2410.04000","title":"Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images","created":"2024-10-05","cited_by_count":0,"area":"diffusion"},{"id":"2412.04296","title":"Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation","created":"2024-12-05","cited_by_count":0,"area":"diffusion"},{"id":"2503.18170","title":"Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging","created":"2025-03-23","cited_by_count":0,"area":"diffusion"},{"id":"2506.11454","title":"FAD-Net: Frequency-Domain Attention-Guided Diffusion Network for Coronary Artery Segmentation using Invasive Coronary Angiography","created":"2025-06-13","cited_by_count":0,"area":"diffusion"},{"id":"2506.15166","title":"Echo-DND: A dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography","created":"2025-06-18","cited_by_count":0,"area":"diffusion"},{"id":"2508.00896","title":"Phase-fraction guided denoising diffusion model for augmenting multiphase steel microstructure segmentation via micrograph image-mask pair synthesis","created":"2025-07-28","cited_by_count":0,"area":"diffusion"},{"id":"2510.09681","title":"NNDM: NN_UNet Diffusion Model for Brain Tumor Segmentation","created":"2025-10-08","cited_by_count":0,"area":"diffusion"},{"id":"2511.05571","title":"C3-Diff: Super-resolving Spatial Transcriptomics via Cross-modal Cross-content Contrastive Diffusion Modelling","created":"2025-11-04","cited_by_count":0,"area":"diffusion"},{"id":"2512.01292","title":"Diffusion Model in Latent Space for Medical Image Segmentation Task","created":"2025-12-01","cited_by_count":0,"area":"diffusion"},{"id":"2603.07066","title":"PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering","created":"2026-03-07","cited_by_count":0,"area":"diffusion"},{"id":"2604.19675","title":"MedFlowSeg: Flow Matching for Medical Image Segmentation with Frequency-Aware Attention","created":"2026-04-21","cited_by_count":0,"area":"diffusion"},{"id":"2604.27889","title":"Noise2Map: End-to-End Diffusion Model for Semantic Segmentation and Change Detection","created":"2026-04-30","cited_by_count":0,"area":"diffusion"},{"id":"2606.26712","title":"MLFFM-SegDiff: A Multi-Level Feature Fusion Diffusion Model for Skin Lesion Segmentation","created":"2026-06-25","cited_by_count":0,"area":"diffusion"},{"id":"2610.03224","title":"Uncertainty as a Proxy for Semantic Correctness in Diffusion-Based Medical Image Synthesis","created":"2026-10-02","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}