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2402.17113
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Transparent Image Layer Diffusion using Latent Transparency
27 February 2024
Lvmin Zhang
Maneesh Agrawala
Re-assign community
ArXiv (abs)
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HuggingFace (5 upvotes)
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Papers citing
"Transparent Image Layer Diffusion using Latent Transparency"
50 / 51 papers shown
From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition
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Illustrator's Depth: Monocular Layer Index Prediction for Image Decomposition
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Peiying Zhang
Siddhartha Chaudhuri
Matthew Fisher
Nanxuan Zhao
Vladimir G. Kim
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MDE
360
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Controllable Layer Decomposition for Reversible Multi-Layer Image Generation
Zihao Liu
Zunnan Xu
Shi Shu
Jun Zhou
Ruicheng Zhang
Zhenchao Tang
Xiu Li
293
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20 Nov 2025
Teamwork: Collaborative Diffusion with Low-rank Coordination and Adaptation
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Pieter Peers
DiffM
208
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07 Oct 2025
Video Generation with Stable Transparency via Shiftable RGB-A Distribution Learner
Haotian Dong
Wenjing Wang
Chen Li
Di Lin
Di Lin
DiffM
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329
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29 Sep 2025
Multi-Agent Amodal Completion: Direct Synthesis with Fine-Grained Semantic Guidance
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Lipeng Wang
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Zehuan Huang
Jiangtao Wu
Lu Sheng
DiffM
230
3
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22 Sep 2025
LaRender: Training-Free Occlusion Control in Image Generation via Latent Rendering
Xiaohang Zhan
Dingming Liu
DiffM
242
6
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11 Aug 2025
Generative Video Matting
Yongtao Ge
Kangyang Xie
Guangkai Xu
Mingyu Liu
Li Ke
Longtao Huang
Hui Xue
Hao Chen
Chunhua Shen
DiffM
VGen
156
3
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11 Aug 2025
Beyond the Visible: Benchmarking Occlusion Perception in Multimodal Large Language Models
Zhaochen Liu
Kaiwen Gao
Shuyi Liang
Bin Xiao
Limeng Qiao
Lin Ma
Tingting Jiang
235
4
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06 Aug 2025
LayerT2V: A Unified Multi-Layer Video Generation Framework
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Baixuan Zhao
Yi Xin
Siqi Luo
Guoquan Zheng
Xiaohong Liu
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Xiaohong Liu
DiffM
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195
0
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06 Aug 2025
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting
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Haitian Li
Shangchen Zhou
Chen Change Loy
249
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Qingnan Fan
Qi Zhang
Jinwei Chen
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Chao Xu
Boxin Shi
DiffM
307
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Jinyan Yuan
Bangbang Yang
Keke Wang
Panwang Pan
Lin Ma
Xuehai Zhang
Xiao Liu
Zhaopeng Cui
Yuewen Ma
VGen
276
7
0
17 Jun 2025
CreatiPoster: Towards Editable and Controllable Multi-Layer Graphic Design Generation
Zhao Zhang
Yutao Cheng
Dexiang Hong
Maoke Yang
Gonglei Shi
Lei Ma
H. Zhang
Jie Shao
Xinglong Wu
DiffM
408
11
0
12 Jun 2025
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Jing-En Huang
I-Sheng Fang
Tzuhsuan Huang
Chih-Yu Wang
Jun-Cheng Chen
Jun-Cheng Chen
VLM
344
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05 Jun 2025
RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
Yan Gong
Yiren Song
Yicheng Li
Chenglin Li
Yin Zhang
KELM
243
17
0
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CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
H. Zhang
Dexiang Hong
Maoke Yang
Yutao Chen
Zhao Zhang
Jie Shao
Xinglong Wu
Zuxuan Wu
Yu Jiang
Yu-Gang Jiang
AI4CE
695
23
0
25 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
453
10
0
16 May 2025
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2025
Ziyu Zhao
Xiaoguang Li
Linjia Shi
Nasrin Imanpour
Song Wang
VLM
340
8
0
16 May 2025
ForgetMe: Evaluating Selective Forgetting in Generative Models
Engineering applications of artificial intelligence (EAAI), 2025
Zhenyu Yu
Mohd Yamani Inda Idris
Pei Wang
DiffM
MU
558
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17 Apr 2025
A
T
^\text{T}
T
A: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting
Computer Vision and Pattern Recognition (CVPR), 2025
Yizhe Tang
Zhimin Sun
Yuzhen Du
Ran Yi
Guangben Lu
T. Hu
Luying Li
Lizhuang Ma
Fangyuan Zou
DiffM
287
3
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02 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors
Tian-Xing Xu
Xiangjun Gao
Wenbo Hu
Xiaoyu Li
Song-Hai Zhang
Mingyu Ding
VGen
MDE
501
27
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01 Apr 2025
Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data
Computer Vision and Pattern Recognition (CVPR), 2025
Zhiyuan Ma
Xinyue Liang
Rongyuan Wu
Xiangyu Zhu
Zhen Lei
Lei Zhang
394
3
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27 Mar 2025
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation
Computer Vision and Pattern Recognition (CVPR), 2025
Yuyang Peng
Shishi Xiao
Keming Wu
Qisheng Liao
Bohan Chen
Kevin Lin
Danqing Huang
Ji Li
Yuhui Yuan
DiffM
433
13
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26 Mar 2025
TransAnimate: Taming Layer Diffusion to Generate RGBA Video
Xuewei Chen
Zhimin Chen
Yiren Song
VGen
479
20
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23 Mar 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models
International Conference on Learning Representations (ICLR), 2025
Fanghua Yu
Jinjin Gu
Jinfan Hu
Zheyuan Li
Chao Dong
DiffM
579
3
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21 Mar 2025
Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation
Yanjie Wang
Zhijie Lin
Yao Teng
Yuanzhi Zhu
Shuhuai Ren
Jiashi Feng
Xihui Liu
478
23
0
20 Mar 2025
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode
Junjia Huang
Pengxiang Yan
Jinhang Cai
Jiyang Liu
Zhao Wang
Yitong Wang
Xinglong Wu
Guanbin Li
DiffM
353
10
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17 Mar 2025
Zero-Shot Subject-Centric Generation for Creative Application Using Entropy Fusion
Kaifeng Zou
Xiaoyi Feng
Peng Wang
Tao Huang
Zizhou Huang
Zhang Haihang
Yuntao Zou
Dagang Li
DiffM
440
3
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12 Mar 2025
TransVDM: Motion-Constrained Video Diffusion Model for Transparent Video Synthesis
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Menghao Li
Zhenghao Zhang
Junchao Liao
Long Qin
Weizhi Wang
DiffM
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377
1
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26 Feb 2025
ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Computer Vision and Pattern Recognition (CVPR), 2025
Yifan Pu
Yiming Zhao
Zhicong Tang
Ruihong Yin
Haoxing Ye
...
Ji Li
Xiu Li
Zheng Lian
Gao Huang
Baining Guo
DiffM
485
24
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25 Feb 2025
LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation
Shuai Yang
Jing Tan
Mengchen Zhang
Tong Wu
Yongqian Li
Gordon Wetzstein
Yu Qiao
Dahua Lin
MDE
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396
48
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24 Feb 2025
Efficient Portrait Matte Creation With Layer Diffusion and Connectivity Priors
Zhiyuan Lu
Hao Lu
Hua Huang
965
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ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation
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Zhiqiang Yuan
Yeshuang Zhu
Jinchao Zhang
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405
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LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors
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Rui Wang
Qing Liu
Nanxuan Zhao
Jianming Zhang
Zhe Lin
Pinar Yanardag
AI4CE
320
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HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
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Wei Chow
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Hefei Ling
Juncheng Billy Li
Hao Zhang
Shuicheng Yan
538
27
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Generative Image Layer Decomposition with Visual Effects
Computer Vision and Pattern Recognition (CVPR), 2024
Jinrui Yang
Qing Liu
Rui Wang
Seunggeun Kim
D. Pakhomov
Mengwei Ren
Jianming Zhang
Zhe Lin
Cihang Xie
Yuyin Zhou
DiffM
339
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Generative Omnimatte: Learning to Decompose Video into Layers
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Erika Lu
Sarah Rumbley
Michal Geyer
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TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
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Generating Compositional Scenes via Text-to-image RGBA Instance Generation
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417
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FabricDiffusion: High-Fidelity Texture Transfer for 3D Garments Generation from In-The-Wild Clothing Images
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Yuanhao Wang
Francisco Vicente Carrasco
C. Wu
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One-Shot Learning for Pose-Guided Person Image Synthesis in the Wild
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Tao Chen
Mingjie Wang
Rui Ma
Qiang Tang
Zili Yi
Qian Wang
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227
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Alfie: Democratising RGBA Image Generation With No $$$
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Vittorio Pippi
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299
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Xuan Wang
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425
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Anan Liu
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279
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Sketch2Scene: Automatic Generation of Interactive 3D Game Scenes from User's Casual Sketches
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Yonhon Ng
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Inkyu Sa
Yunfei Duan
Yang Li
Pan Ji
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DiffM
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