{"total":13,"rows":[{"id":"2309.02773","title":"Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter","created":"2023-09-06","cited_by_count":76,"area":"diffusion"},{"id":"2306.09316","title":"Diffusion Models for Open-Vocabulary Segmentation","created":"2023-06-15","cited_by_count":64,"area":"diffusion"},{"id":"2401.11739","title":"EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models","created":"2024-01-22","cited_by_count":43,"area":"diffusion"},{"id":"2403.20105","title":"FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models","created":"2024-03-29","cited_by_count":12,"area":"diffusion"},{"id":"2409.03209","title":"iSeg: An Iterative Refinement-based Framework for Training-free Segmentation","created":"2024-09-05","cited_by_count":10,"area":"diffusion"},{"id":"2506.01539","title":"G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models","created":"2025-06-02","cited_by_count":5,"area":"diffusion"},{"id":"2507.19808","title":"SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models","created":"2025-07-26","cited_by_count":5,"area":"diffusion"},{"id":"2503.07982","title":"TRACE: Your Diffusion Model is Secretly an Instance Edge Detector","created":"2025-03-11","cited_by_count":4,"area":"diffusion"},{"id":"2410.11473","title":"InvSeg: Test-Time Prompt Inversion for Semantic Segmentation","created":"2024-10-15","cited_by_count":2,"area":"diffusion"},{"id":"2504.02391","title":"Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation","created":"2025-04-03","cited_by_count":2,"area":"diffusion"},{"id":"2506.23323","title":"FA-Seg: A Fast and Accurate Diffusion-Based Method for Open-Vocabulary Segmentation","created":"2025-06-29","cited_by_count":1,"area":"diffusion"},{"id":"2606.15590","title":"Unlocking Diffusion Hierarchies: Adaptive Timestep Selection for Zero-Shot Segmentation","created":"2026-06-14","cited_by_count":1,"area":"diffusion"},{"id":"2603.19575","title":"MagicSeg: Open-World Segmentation Pretraining via Counterfactural Diffusion-Based Auto-Generation","created":"2026-03-20","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}