DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models

21 March 2023

Weijia Wu

Chunhua Shen

Papers citing "DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models"

50 / 114 papers shown

Title
Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data Yiwen Liu Jessica Bader Jae Myung Kim DiffM 16 0 0 15 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 25 0 0 14 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 26 0 0 09 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 34 0 0 09 May 2025
DICOM Compatible, 3D Multimodality Image Encryption using Hyperchaotic Signal Anandik N Anand Sishu Shankar Muni Abhishek Kaushik MedIm 49 0 0 29 Apr 2025
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization Abderrachid Hamrani Daniela Leizaola Renato Sousa Jose P. Ponce Stanley Mathis David G. Armstrong Anuradha Godavarty DiffM MedIm 38 0 0 24 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 55 0 0 24 Apr 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation Bram Vanherle Brent Zoomers Jeroen Put F. Reeth Nick Michiels 3DGS 34 0 0 11 Apr 2025
Studying Image Diffusion Features for Zero-Shot Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos DiffM VOS 48 1 0 07 Apr 2025
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation Laibin Chang Yunke Wang JiaXing Huang Longxiang Deng Bo Du Chang Xu DiffM 55 0 0 03 Apr 2025
ShieldGemma 2: Robust and Tractable Image Content Moderation Wenjun Zeng D. Kurniawan Ryan Mullins Yuchi Liu Tamoghna Saha ... Mani Malek Hamid Palangi Joon Baek Rick Pereira Karthik Narasimhan AI4MH 33 0 0 01 Apr 2025
MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach Xin Zhang Siting Huang Xiangyang Luo Yifan Xie Weijiang Yu Heng Chang Fei Ma Fei Richard Yu DiffM 46 0 0 31 Mar 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 36 0 0 28 Mar 2025
A Unified Image-Dense Annotation Generation Model for Underwater Scenes Hongkai Lin Dingkang Liang Zhenghao Qi X. Bai DiffM 41 0 0 27 Mar 2025
CoSimGen: Controllable Diffusion Model for Simultaneous Image and Mask Generation Rupak Bose C. Nwoye Aditya Bhat N. Padoy DiffM MedIm 42 0 0 25 Mar 2025
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging Abderrachid Hamrani Anuradha Godavarty MedIm 39 0 0 23 Mar 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis Weiguang Zhao Rui Zhang Qiufeng Wang Guangliang Cheng K. Huang 58 1 0 16 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets H. Kniesel Pedro Hermosilla Timo Ropinski 68 0 0 12 Mar 2025
SAS: Segment Any 3D Scene with Integrated 2D Priors Z. Li Jiahao Lu Jiacheng Deng Hanzhi Chang Lifan Wu Yanzhe Liang Tianzhu Zhang 57 0 0 11 Mar 2025
Automated Movie Generation via Multi-Agent CoT Planning Weijia Wu Zeyu Zhu Mike Zheng Shou VGen 77 2 0 10 Mar 2025
Synthetic Lung X-ray Generation through Cross-Attention and Affinity Transformation Ruochen Pi Lianlei Shan MedIm DiffM 41 0 0 10 Mar 2025
Conceptrol: Concept Control of Zero-shot Personalized Image Generation Qiyuan He Angela Yao DiffM 41 0 0 09 Mar 2025
PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation Yong-xing He Hongshan Yu Mingtao Feng Tongjia Chen Zechuan Li Anwaar Ulhaq Saeed Anwar Ajmal Mian DiffM 78 0 0 08 Mar 2025
TomatoScanner: phenotyping tomato fruit based on only RGB image Xiaobei Zhao Xiangrong Zeng Yihang Ma Pengjin Tang Xiang Li 36 0 0 07 Mar 2025
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations W. Liu Pei Yang Wenhui Hong Xiaoguang Mei Jiayi Ma DiffM 66 0 0 24 Feb 2025
Concept Guided Co-saliency Objection Detection Jiayi Zhu Qing-Wu Guo Felix Juefei-Xu Yihao Huang Yang Liu G. Pu 83 0 0 21 Dec 2024
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 89 3 0 04 Dec 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 90 0 0 26 Nov 2024
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation Ziyi Wang Y. Wang Xumin Yu Jie Zhou Jiwen Lu 74 0 0 20 Nov 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 37 0 0 18 Oct 2024
Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding Hongyu Li Tianrui Hui Zihan Ding Jing Zhang Bin Ma Xiaoming Wei Jizhong Han Si Liu DiffM 42 1 0 12 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
ResVG: Enhancing Relation and Semantic Understanding in Multiple Instances for Visual Grounding Minghang Zheng Jiahua Zhang Qingchao Chen Yuxin Peng Yang Liu ObjD 29 2 0 29 Aug 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models Julius Pesonen T. Hakala V. Karjalainen Niko Koivumaki L. Markelin A.-M. Raita-Hakola J. Suomalainen Ilkka Polonen E. Honkavaara 32 1 0 19 Aug 2024
Few-shot Defect Image Generation based on Consistency Modeling Qingfeng Shi Jing Wei Fei Shen Zheng Zhang 35 2 0 01 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 35 5 0 01 Aug 2024
WAS: Dataset and Methods for Artistic Text Segmentation Xudong Xie Yuzhe Li Yang Liu Zhifei Zhang Zhaowen Wang Wei Xiong Xiang Bai DiffM 52 2 0 31 Jul 2024
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation Datasets Qin Lei Jiang Zhong Qizhu Dai DiffM 50 2 0 11 Jul 2024
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model Danni Yang Ruohan Dong Jiayi Ji Yiwei Ma Haowei Wang Xiaoshuai Sun Rongrong Ji 44 3 0 07 Jul 2024
Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Eyal Michaeli Ohad Fried 62 1 0 20 Jun 2024
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation Jiho Choi Seonho Lee Seungho Lee Minhyun Lee Hyunjung Shim OCL 42 0 0 17 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 42 9 0 12 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 41 2 0 07 Jun 2024
Generative Active Learning for Long-tailed Instance Segmentation Muzhi Zhu Chengxiang Fan Hao Chen Y. Liu Weian Mao Xiaogang Xu Chunhua Shen 47 5 0 04 Jun 2024
AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization Junjie Shentu Matthew Watson Noura Al Moubayed DiffM 49 0 0 28 May 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu Shiyu Li Yuxuan Liu Ping-Chia Huang Jiulong Shan Huimin Ma Jian Yuan 37 4 0 24 May 2024
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data Chengxiang Fan Muzhi Zhu Hao Chen Yang Liu Weijia Wu Huaqi Zhang Chunhua Shen DiffM 54 11 0 16 May 2024
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation Luca Barsellotti Roberto Amoroso Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM DiffM 42 13 0 09 Apr 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 23 3 0 08 Apr 2024