SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete
Diffusion Process

SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process

19 December 2023

Henghui Ding

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Papers citing "SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process"

17 / 17 papers shown

Title
PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion Yuyang Yin HaoXiang Guo Fangfu Liu Mengyu Wang Hanwen Liang Eric Li Yikai Wang Xiaojie Jin Yao-Min Zhao Yunchao Wei VGen 61 0 0 29 Sep 2025
Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement Chunming He Fengyang Xiao Rihan Zhang Chengyu Fang Deng-Ping Fan Sina Farsiu 72 1 0 20 Aug 2025
LawDIS: Language-Window-based Controllable Dichotomous Image Segmentation Xinyu Yan Meijun Sun Ge-Peng Ji Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 108 0 0 02 Aug 2025
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement Yuqi Shen Fengyang Xiao Sujie Hu Youwei Pang Yifan Pu Chengyu Fang Xiu Li Chunming He 246 0 0 12 Jun 2025
G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models Tianjiao Zhang Fei Zhang Jiangchao Yao Ya Zhang Yanfeng Wang DiffM 269 4 0 02 Jun 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 376 1 0 09 May 2025
Segment Any-Quality Images with Generative Latent Space EnhancementComputer Vision and Pattern Recognition (CVPR), 2025 Guangqian Guo Yoong Guo Xuehui Yu Wenbo Li Yaoxing Wang Shan Gao VLM 473 0 0 16 Mar 2025
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 439 8 0 09 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 532 1 0 29 Nov 2024
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction Dongning Song Weijian Huang Jiarun Liu Md Jahidul Islam Hao Yang Shanshan Wang 263 1 0 22 Nov 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 156 1 0 26 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 347 27 0 23 Aug 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming-Hsuan Yang Shuicheng Yan Chen Change Loy VLM 253 19 0 27 Jun 2024
Digging into contrastive learning for robust depth estimation with diffusion models Jiyuan Wang Chunyu Lin Lang Nie K. Liao Shuwei Shao Yao Zhao 172 13 0 15 Apr 2024
Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Jingyi Zhou Jiamu Sheng Jiayuan Fan Peng Ye Tongdi He Bin Wang Tao Chen DiffM 124 30 0 15 Jun 2023
Transformer-Based Visual Segmentation: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 326 233 0 19 Apr 2023
High Quality Segmentation for Ultra High-resolution ImagesComputer Vision and Pattern Recognition (CVPR), 2021 Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Yue Yu Zhe Lin Jiaya Jia 509 54 0 29 Nov 2021