{"total":16,"rows":[{"id":"2212.08034","title":"Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model","created":"2022-12-15","cited_by_count":28,"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":"2404.17735","title":"Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models","created":"2024-04-27","cited_by_count":18,"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":"2506.14404","title":"Causally Steered Diffusion for Automated Video Counterfactual Generation","created":"2025-06-17","cited_by_count":6,"area":"diffusion"},{"id":"2405.19201","title":"Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations","created":"2024-05-29","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":"2508.17844","title":"Diffusion-Based Data Augmentation for Medical Image Segmentation","created":"2025-08-25","cited_by_count":3,"area":"diffusion"},{"id":"2606.19460","title":"Scaling Generative Foundation Models for Chest Radiography with Rectified Flow Transformers","created":"2026-06-17","cited_by_count":2,"area":"diffusion"},{"id":"2509.09054","title":"Integrating Anatomical Priors into a Causal Diffusion Model","created":"2025-09-10","cited_by_count":1,"area":"diffusion"},{"id":"2603.26790","title":"Elucidating the Design Space of Flow Matching for Cellular Microscopy","created":"2026-03-25","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":"2503.23623","title":"Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation","created":"2025-03-30","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":"2604.21843","title":"Causality-Encoded Diffusion Models for Interventional Sampling and Edge Inference","created":"2026-04-23","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}