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Title
From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition Jingxi Chen Yixiao Zhang Xiaoye Qian Zongxia Li Cornelia Fermuller Caren Chen Yiannis Aloimonos DiffM 291 0 0 26 Nov 2025
Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers Yiqing Shi Yiren Song Mike Zheng Shou DiffM MDE 296 0 0 24 Nov 2025
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting Yuekun Dai Haitian Li Shangchen Zhou Chen Change Loy 120 1 0 01 Aug 2025
SDMatte: Grafting Diffusion Models for Interactive Matting Daigang Xu Yu Liang H. Zhang Jinwei Chen Wei Dong L. Chen Wanyu Liu Bo Li P. Jiang DiffM 151 1 0 01 Aug 2025
Capture Stage Matting: Challenges, Approaches, and Solutions for Offline and Real-Time Processing Hannah Dröge Janelle Pfeifer Saskia Rabich Reinhard Klein M. Hullin Markus Plack 123 1 0 10 Jul 2025
Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation Hang Chen Maoyuan Ye Peng Yang Haibin He Juhua Liu Bo Du 143 0 0 28 May 2025
PSDiffusion: Harmonized Multi-Layer Image Generation via Layout and Appearance Alignment Dingbang Huang Wenbo Li Yifei Zhao Xinyu Pan Yanhong Zeng Bo Dai Bo Dai DiffM 255 7 0 16 May 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 212 4 0 28 Mar 2025
TransAnimate: Taming Layer Diffusion to Generate RGBA Video Xuewei Chen Zhimin Chen Yiren Song VGen 317 13 0 23 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 282 1 0 11 Mar 2025
Object-Aware Video Matting with Cross-Frame Guidance Han Zhang Dongyue Wu Yuanjie Shao Nong Sang Changxin Gao VOS 217 1 0 03 Mar 2025
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation Ting Zhang Zhiqiang Yuan Yeshuang Zhu Jinchao Zhang DiffM 300 2 0 31 Dec 2024
LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors Yusuf Dalva Rui Wang Qing Liu Nanxuan Zhao Jianming Zhang Zhe Lin Pinar Yanardag AI4CE 238 7 0 05 Dec 2024
ZIM: Zero-Shot Image Matting for Anything Beomyoung Kim Chanyong Shin Joonhyun Jeong Hyungsik Jung Se Yun Lee Sewhan Chun Dong-Hyun Hwang Joonsang Yu VLM 262 7 0 01 Nov 2024
Towards Natural Image Matting in the Wild via Real-Scenario Prior Ruihao Xia Yu Liang Peng-Tao Jiang Hao Zhang Qianru Sun Yang Tang Bo Li Pan Zhou 259 4 0 09 Oct 2024
In-Context MattingComputer Vision and Pattern Recognition (CVPR), 2024 He Guo Zixuan Ye Zhiguo Cao Hao Lu VOS 120 5 0 23 Mar 2024
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation Maoyuan Ye Jing Zhang Juhua Liu Chenyu Liu Baocai Yin Cong Liu Bo Du Dacheng Tao VLM 178 30 0 31 Jan 2024
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 212 16 0 10 Dec 2023
Video Instance Matting Jiachen Li Roberto Henschel Vidit Goel Marianna Ohanyan Shant Navasardyan Humphrey Shi VOS 222 10 0 07 Nov 2023
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Risab Biswas MedIm 153 28 0 12 Aug 2023
$F$ , $B$ , Alpha Matting Marco Forte François Pitié 195 92 0 17 Mar 2020

Title

From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition

291

26 Nov 2025

Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers

296

24 Nov 2025

Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting

120

01 Aug 2025

SDMatte: Grafting Diffusion Models for Interactive Matting

151

01 Aug 2025

Capture Stage Matting: Challenges, Approaches, and Solutions for Offline and Real-Time Processing

123

10 Jul 2025

Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation

143

28 May 2025

PSDiffusion: Harmonized Multi-Layer Image Generation via Layout and Appearance Alignment

255

16 May 2025

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2025

212

28 Mar 2025

TransAnimate: Taming Layer Diffusion to Generate RGBA Video

317

23 Mar 2025

VRMDiff: Text-Guided Video Referring Matting Generation of Diffusion

282

11 Mar 2025

Object-Aware Video Matting with Cross-Frame Guidance

217

03 Mar 2025

ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation

300

31 Dec 2024

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors

238

05 Dec 2024

ZIM: Zero-Shot Image Matting for Anything

262

01 Nov 2024

Towards Natural Image Matting in the Wild via Real-Scenario Prior

Ruihao Xia

Yu Liang

Peng-Tao Jiang

Hao Zhang

Qianru Sun

Yang Tang

Bo Li

Pan Zhou

259

09 Oct 2024

In-Context MattingComputer Vision and Pattern Recognition (CVPR), 2024

Zhiguo Cao

120

23 Mar 2024

Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation

Bo Du

178

31 Jan 2024

Diffusion for Natural Image Matting

212

10 Dec 2023

Video Instance Matting

222

07 Nov 2023

Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation?

Risab Biswas

MedIm

153

12 Aug 2023

F

B

, Alpha Matting

Marco Forte

François Pitié

195

17 Mar 2020

Title
From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition Jingxi Chen Yixiao Zhang Xiaoye Qian Zongxia Li Cornelia Fermuller Caren Chen Yiannis Aloimonos DiffM 291 0 0 26 Nov 2025
Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers Yiqing Shi Yiren Song Mike Zheng Shou DiffM MDE 296 0 0 24 Nov 2025
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting Yuekun Dai Haitian Li Shangchen Zhou Chen Change Loy 120 1 0 01 Aug 2025
SDMatte: Grafting Diffusion Models for Interactive Matting Daigang Xu Yu Liang H. Zhang Jinwei Chen Wei Dong L. Chen Wanyu Liu Bo Li P. Jiang DiffM 151 1 0 01 Aug 2025
Capture Stage Matting: Challenges, Approaches, and Solutions for Offline and Real-Time Processing Hannah Dröge Janelle Pfeifer Saskia Rabich Reinhard Klein M. Hullin Markus Plack 123 1 0 10 Jul 2025
Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation Hang Chen Maoyuan Ye Peng Yang Haibin He Juhua Liu Bo Du 143 0 0 28 May 2025
PSDiffusion: Harmonized Multi-Layer Image Generation via Layout and Appearance Alignment Dingbang Huang Wenbo Li Yifei Zhao Xinyu Pan Yanhong Zeng Bo Dai Bo Dai DiffM 255 7 0 16 May 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 212 4 0 28 Mar 2025
TransAnimate: Taming Layer Diffusion to Generate RGBA Video Xuewei Chen Zhimin Chen Yiren Song VGen 317 13 0 23 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 282 1 0 11 Mar 2025
Object-Aware Video Matting with Cross-Frame Guidance Han Zhang Dongyue Wu Yuanjie Shao Nong Sang Changxin Gao VOS 217 1 0 03 Mar 2025
ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation Ting Zhang Zhiqiang Yuan Yeshuang Zhu Jinchao Zhang DiffM 300 2 0 31 Dec 2024
LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors Yusuf Dalva Rui Wang Qing Liu Nanxuan Zhao Jianming Zhang Zhe Lin Pinar Yanardag AI4CE 238 7 0 05 Dec 2024
ZIM: Zero-Shot Image Matting for Anything Beomyoung Kim Chanyong Shin Joonhyun Jeong Hyungsik Jung Se Yun Lee Sewhan Chun Dong-Hyun Hwang Joonsang Yu VLM 262 7 0 01 Nov 2024
Towards Natural Image Matting in the Wild via Real-Scenario Prior Ruihao Xia Yu Liang Peng-Tao Jiang Hao Zhang Qianru Sun Yang Tang Bo Li Pan Zhou 259 4 0 09 Oct 2024
In-Context MattingComputer Vision and Pattern Recognition (CVPR), 2024 He Guo Zixuan Ye Zhiguo Cao Hao Lu VOS 120 5 0 23 Mar 2024
Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation Maoyuan Ye Jing Zhang Juhua Liu Chenyu Liu Baocai Yin Cong Liu Bo Du Dacheng Tao VLM 178 30 0 31 Jan 2024
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 212 16 0 10 Dec 2023
Video Instance Matting Jiachen Li Roberto Henschel Vidit Goel Marianna Ohanyan Shant Navasardyan Humphrey Shi VOS 222 10 0 07 Nov 2023
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Risab Biswas MedIm 153 28 0 12 Aug 2023
$F$ , $B$ , Alpha Matting Marco Forte François Pitié 195 92 0 17 Mar 2020

Title

From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition

291

26 Nov 2025