{"total":27,"rows":[{"id":"2209.04747","title":"Diffusion Models in Vision: A Survey","created":"2022-09-10","cited_by_count":1015,"area":"diffusion"},{"id":"2211.07804","title":"Diffusion Models for Medical Image Analysis: A Comprehensive Survey","created":"2022-11-14","cited_by_count":273,"area":"diffusion"},{"id":"2209.02646","title":"A Survey on Generative Diffusion Model","created":"2022-09-06","cited_by_count":240,"area":"diffusion"},{"id":"2210.05475","title":"GENIE: Higher-Order Denoising Diffusion Solvers","created":"2022-10-11","cited_by_count":127,"area":"diffusion"},{"id":"2210.06201","title":"Diffusion Models for Causal Discovery via Topological Ordering","created":"2022-10-12","cited_by_count":66,"area":"diffusion"},{"id":"2402.18206","title":"Balancing Act: Distribution-Guided Debiasing in Diffusion Models","created":"2024-02-28","cited_by_count":52,"area":"diffusion"},{"id":"2302.00860","title":"Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual Queries","created":"2023-02-02","cited_by_count":24,"area":"diffusion"},{"id":"2310.06668","title":"Latent Diffusion Counterfactual Explanations","created":"2023-10-10","cited_by_count":17,"area":"diffusion"},{"id":"2410.08924","title":"DiffPO: A causal diffusion model for learning distributions of potential outcomes","created":"2024-10-11","cited_by_count":17,"area":"diffusion"},{"id":"2506.07883","title":"Diffusion Counterfactual Generation with Semantic Abduction","created":"2025-06-09","cited_by_count":10,"area":"diffusion"},{"id":"2509.16842","title":"DoubleGen: Debiased Generative Modeling of Counterfactuals","created":"2025-09-20","cited_by_count":9,"area":"diffusion"},{"id":"2404.10356","title":"Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery","created":"2024-04-16","cited_by_count":8,"area":"diffusion"},{"id":"2404.12920","title":"Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models","created":"2024-04-19","cited_by_count":7,"area":"diffusion"},{"id":"2506.14404","title":"Causally Steered Diffusion for Automated Video Counterfactual Generation","created":"2025-06-17","cited_by_count":6,"area":"diffusion"},{"id":"2312.13616","title":"Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion","created":"2023-12-21","cited_by_count":5,"area":"diffusion"},{"id":"2509.24798","title":"Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation","created":"2025-09-29","cited_by_count":4,"area":"diffusion"},{"id":"2311.11629","title":"Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models","created":"2023-11-20","cited_by_count":3,"area":"diffusion"},{"id":"2504.14450","title":"Causal Disentanglement for Robust Long-tail Medical Image Generation","created":"2025-04-20","cited_by_count":3,"area":"diffusion"},{"id":"2401.01414","title":"VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics","created":"2024-01-02","cited_by_count":2,"area":"diffusion"},{"id":"2505.13213","title":"Diffusion Models with Double Guidance: Generate with aggregated datasets","created":"2025-05-19","cited_by_count":2,"area":"diffusion"},{"id":"2506.23263","title":"Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis","created":"2025-06-29","cited_by_count":2,"area":"diffusion"},{"id":"2402.04753","title":"Cortical Surface Diffusion Generative Models","created":"2024-02-07","cited_by_count":1,"area":"diffusion"},{"id":"2605.07665","title":"Debiased Counterfactual Generation via Flow Matching from Observations","created":"2026-05-08","cited_by_count":1,"area":"diffusion"},{"id":"2405.00239","title":"IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer Study","created":"2024-04-30","cited_by_count":0,"area":"diffusion"},{"id":"2505.11444","title":"A Generative Framework for Causal Estimation via Importance-Weighted Diffusion Distillation","created":"2025-05-16","cited_by_count":0,"area":"diffusion"},{"id":"2603.20987","title":"Interpreting the Synchronization Gap: The Hidden Mechanism Inside Diffusion Transformers","created":"2026-03-22","cited_by_count":0,"area":"diffusion"},{"id":"2605.04108","title":"MuCALD-SplitFed: Causal-Latent Diffusion for Privacy-Preserving Multi-Task Split-Federated Medical Image Segmentation","created":"2026-05-04","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}