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SegDiff: Image Segmentation with Diffusion Probabilistic Models

1 December 2021

Lior Wolf

Papers citing "SegDiff: Image Segmentation with Diffusion Probabilistic Models"

50 / 194 papers shown

Title
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Qian Yu Peng-Tao Jiang Hao Zhang Jinwei Chen Bo Li Lihe Zhang Huchuan Lu 147 2 0 01 Jul 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 257 1 0 01 Jul 2025
DepthART: Monocular Depth Estimation as Autoregressive Refinement Task Bulat Gabdullin Nina Konovalova Nikolay Patakin Dmitry Senushkin Anton Konushin MDE 78 1 0 01 Jul 2025
Echo-DND: A dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography Abdur Rahman Keerthiveena Balraj Manojkumar Ramteke Anurag Singh Rathore DiffM MedIm 22 0 0 18 Jun 2025
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models Francisco Caetano Christiaan Viviers Peter H. N. de With Fons van der Sommen DiffM 119 0 0 12 Jun 2025
A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations Petr Grinberg Ankur Kumar Surya Koppisetti Gaurav Bharaj DiffM 36 0 0 03 Jun 2025
G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models Tianjiao Zhang Fei Zhang Jiangchao Yao Ya Zhang Yanfeng Wang DiffM 111 1 0 02 Jun 2025
Compositional Scene Understanding through Inverse Generative Modeling Yanbo Wang Justin Dauwels Yilun Du OCL 78 0 0 27 May 2025
On Denoising Walking Videos for Gait Recognition Dongyang Jin Chao Fan Jingzhe Ma Jingkai Zhou Weihua Chen Shiqi Yu DiffM 38 1 0 24 May 2025
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization Xiaoyang Yu Xiaoming Wu Xin Wang Dongrun Li Ming Yang Peng Cheng 67 0 0 14 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 77 0 0 09 May 2025
LDPoly: Latent Diffusion for Polygonal Road Outline Extraction in Large-Scale Topographic Mapping Weiqin Jiao Hao Cheng G. Vosselman Claudio Persello 130 0 0 29 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 96 0 0 24 Apr 2025
SD-ReID: View-aware Stable Diffusion for Aerial-Ground Person Re-Identification Xiang Hu Pingping Zhang Yuhao Wang Bin Yan Huchuan Lu 60 0 0 13 Apr 2025
PathSegDiff: Pathology Segmentation using Diffusion model representations Sachin Kumar Danisetty Alexandros Graikos Srikar Yellapragada Dimitris Samaras MedIm 58 0 0 09 Apr 2025
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 104 0 0 09 Apr 2025
Diffusion Based Ambiguous Image Segmentation Jakob Lønborg Christensen M. Hannemose Anders Bjorholm Dahl Vedrana Andersen Dahl DiffM MedIm 90 0 0 08 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 128 2 0 07 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 74 0 0 06 Apr 2025
DenseFormer: Learning Dense Depth Map from Sparse Depth and Image via Conditional Diffusion Model Ming Yuan Sichao Wang Chuang Zhang Lei He Qing Xu Jianqiang Wang DiffM MDE 78 0 0 31 Mar 2025
Segment Any-Quality Images with Generative Latent Space Enhancement Guangqian Guo Yoong Guo Xuehui Yu Wenbo Li Yaoxing Wang Shan Gao VLM 206 0 0 16 Mar 2025
CHOrD: Generation of Collision-Free, House-Scale, and Organized Digital Twins for 3D Indoor Scenes with Controllable Floor Plans and Optimal Layouts Chong Su Yingbin Fu Zheyuan Hu Jing Yang Param Hanji Shaojun Wang Xuan Zhao Cengiz Öztireli Fangcheng Zhong 3DV 108 1 0 15 Mar 2025
VRMDiff: Text-Guided Video Referring Matting Generation of Diffusion Lehan Yang Jincen Song Tianlong Wang Daiqing Qi Weili Shi Yuheng Liu Sheng Li DiffM VOS VGen 131 0 0 11 Mar 2025
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction Tao Chen Chenhui Wang Zhihao Chen Hongming Shan MedIm 69 0 0 28 Feb 2025
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation Behzad Hejrati Soumyanil Banerjee C. Glide-Hurst Ming Dong DiffM MedIm 227 0 0 21 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 98 1 0 03 Feb 2025
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation Avni Mittal John Kalkhof Anirban Mukhopadhyay Arnav Bhavsar DiffM MedIm 94 0 0 05 Jan 2025
PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiao Chang Jiangming Wang DiffM 134 1 0 31 Dec 2024
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 149 13 0 31 Dec 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 294 1 0 25 Nov 2024
Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements Shijie Zhou Huaisheng Zhu Rohan Sharma Ruiyi Zhang Kaiyi Ji Kaiyi Ji Changyou Chen 69 0 0 15 Nov 2024
Using Diffusion Models as Generative Replay in Continual Federated Learning -- What will Happen? Yongsheng Mei Liangqi Yuan Dong-Jun Han Kevin S. Chan Christopher G. Brinton Tian-Shing Lan 90 0 0 10 Nov 2024
Denoising Diffusion Models for Anomaly Localization in Medical Images Cosmin I. Bercea P. Cattin Julia A. Schnabel J. Wolleb DiffM MedIm 66 1 0 31 Oct 2024
Synthetic Augmentation for Anatomical Landmark Localization using DDPMs Arnela Hadzic Lea Bogensperger Simon Johannes Joham M. Urschler MedIm 67 0 0 16 Oct 2024
On the Relation Between Linear Diffusion and Power Iteration Dana Weitzner M. Delbracio P. Milanfar Raja Giryes DiffM 80 0 0 16 Oct 2024
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack Segmentation Xiaoyan Jiang Licheng Jiang Anjie Wang Kaiying Zhu Yongbin Gao DiffM 73 0 0 10 Oct 2024
Amodal Instance Segmentation with Diffusion Shape Prior Estimation Minh Tran Khoa T. Vo Tri Nguyen Ngan Le DiffM 71 0 0 26 Sep 2024
Global-Local Medical SAM Adaptor Based on Full Adaption Meng Wang Yarong Feng Yongwei Tang Tian Zhang Yuxin Liang Chao Lv MedIm 52 1 0 26 Sep 2024
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation Zhihao Zhao Yinzheng Zhao Junjie Yang Kai-Qi Huang Nassir Navab M. A. Nasseri MedIm 66 2 0 19 Sep 2024
Denoising diffusion models for high-resolution microscopy image restoration Pamela Osuna-Vargas Maren H. Wehrheim Lucas Zinz Johanna Rahm Ashwin Balakrishnan Alexandra Kaminer Mike Heilemann Matthias Kaschube DiffM MedIm 67 1 0 18 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 60 0 0 13 Sep 2024
Data Augmentation via Latent Diffusion for Saliency Prediction Bahar Aydemir Deblina Bhattacharjee Tong Zhang Mathieu Salzmann Sabine Süsstrunk 112 1 0 11 Sep 2024
CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates Liutao Yang Jiahao Huang Guang Yang Daoqiang Zhang DiffM 78 1 0 03 Sep 2024
3D Priors-Guided Diffusion for Blind Face Restoration Xiaobin Lu Xiaobin Hu Jun Luo Ben Zhu Yaping Ruan Wenqi Ren DiffM 81 4 0 02 Sep 2024
EraseDraw: Learning to Insert Objects by Erasing Them from Images Alper Canberk Maksym Bondarenko Ege Ozguroglu Ruoshi Liu Carl Vondrick DiffM 117 2 0 31 Aug 2024
ResVG: Enhancing Relation and Semantic Understanding in Multiple Instances for Visual Grounding Minghang Zheng Jiahua Zhang Qingchao Chen Yuxin Peng Yang Liu ObjD 96 2 0 29 Aug 2024
Bring the Power of Diffusion Model to Defect Detection Xuyi Yu DiffM 78 1 0 25 Aug 2024
CatFree3D: Category-agnostic 3D Object Detection with Diffusion Wenjing Bian Zirui Wang Andrea Vedaldi 96 1 0 22 Aug 2024
Controlling the World by Sleight of Hand Sruthi Sudhakar Ruoshi Liu Basile Van Hoorick Carl Vondrick Richard Zemel 98 4 0 13 Aug 2024
Faster Diffusion Action Segmentation Shuai Wang Shunli Wang Mingcheng Li Dingkang Yang Haopeng Kuang Ziyun Qian Lihua Zhang 59 0 0 04 Aug 2024