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ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

5 January 2025

Papers citing "ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling"

41 / 41 papers shown

Title
iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer Zhelun Shen Chenming Wu Junsheng Zhou Chen Zhao Kaisiyuan Wang Hang Zhou Yingying Li Haocheng Feng Wei He Jingdong Wang DiffM 34 0 0 15 Jun 2025
LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning Chenjian Gao Lihe Ding Xin Cai Zhanpeng Huang Zibin Wang Tianfan Xue DiffM VGen 116 0 0 11 Jun 2025
Dreamland: Controllable World Creation with Simulator and Generative Models Sicheng Mo Ziyang Leng Leon Liu Weizhen Wang Honglin He Bolei Zhou VGen 16 0 0 09 Jun 2025
PairEdit: Learning Semantic Variations for Exemplar-based Image Editing Haoguang Lu Jiacheng Chen Zhenguo Yang Aurele Tohokantche Gnanha Fu Lee Wang Li Qing Xudong Mao DiffM 39 0 0 09 Jun 2025
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis H. Cao Yutong Feng Biao Gong Yijing Tian Yunhong Lu Chuang Liu Bin Wang DiffM VGen 47 1 0 29 May 2025
ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback Litao Guo Xinli Xu Luozhou Wang Jiantao Lin Jinsong Zhou Zixin Zhang Bolan Su Ying-Cong Chen LLMAG LRM 90 1 0 23 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Mingcong Liu Qian He 89 0 0 05 May 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Yue Yang DiffM 154 11 0 29 Apr 2025
RepText: Rendering Visual Text via Replicating Haobo Wang Yongjun Xu Yongqian Li Jiajun Li Chaowei Zhang Jingchao Wang Kejia Yang Z. Chen VLM 132 1 0 28 Apr 2025
Step1X-Edit: A Practical Framework for General Image Editing Shixuan Liu Yucheng Han Peng Xing Fukun Yin Rui Wang ... Yibo Zhu Binxing Jiao Wei Wei Gang Yu Daxin Jiang DiffM 268 24 0 24 Apr 2025
Insert Anything: Image Insertion via In-Context Editing in DiT Wensong Song Hong Jiang Zongxing Yang Ruijie Quan Yi Yang DiffM 126 4 0 21 Apr 2025
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework Jiale Tao Yanbing Zhang Qixun Wang Yiji Cheng Haofan Wang ... Ruihuang Li Linqing Wang Chunyu Wang Qin Lin Qinglin Lu DiffM 114 1 0 16 Apr 2025
Omni-Dish: Photorealistic and Faithful Image Generation and Editing for Arbitrary Chinese Dishes Huijie Liu Bingcan Wang Jie Hu Xiaoming Wei Guoliang Kang 138 0 0 14 Apr 2025
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning Zhong-Yu Li Ruoyi Du Juncheng Yan Le Zhuo Zhen Li Peng Gao Zhanyu Ma Ming-Ming Cheng VLM 134 7 0 10 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 106 2 0 07 Apr 2025
ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing Yulin Pan Xiangteng He Chaojie Mao Zhen Han Zeyinzi Jiang Junxuan Zhang Yu Liu EGVM VLM 116 2 0 18 Mar 2025
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing Tsu-Jui Fu Yusu Qian Chen Chen Wenze Hu Zhe Gan Yue Yang 221 2 0 16 Mar 2025
OminiControl2: Efficient Conditioning for Diffusion Transformers Zhenxiong Tan Qiaochu Xue Xingyi Yang Songhua Liu Xinchao Wang DiffM 105 4 0 11 Mar 2025
VACE: All-in-One Video Creation and Editing Zeyinzi Jiang Zhen Han Chaojie Mao Junxuan Zhang Yulin Pan Yu Liu DiffM VGen 139 23 0 10 Mar 2025
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation Jian Ma Qirong Peng Xu Guo Chen Chen H. Lu Zhenyu Yang VLM 161 1 0 08 Mar 2025
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics Xi Chen Zhifei Zhang He Zhang Yuqian Zhou Seunggeun Kim ... Nanxuan Zhao Yilin Wang Hui Ding Zhe Lin Hengshuang Zhao VGen DiffM 190 29 0 10 Dec 2024
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer Zhen Han Zeyinzi Jiang Yulin Pan Jingfeng Zhang Chaojie Mao Chenwei Xie Yu Liu Jingren Zhou DiffM 104 21 0 30 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Yueze Wang Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 138 88 0 17 Sep 2024
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding Zhimin Li Jianwei Zhang Qin Lin Jiangfeng Xiong Yanxin Long ... Wei Liu Dingyong Wang Yong Yang Jie Jiang Qinglin Lu ViT 141 120 0 14 May 2024
Locate, Assign, Refine: Taming Customized Promptable Image Inpainting Yulin Pan Chaojie Mao Zeyinzi Jiang Zhen Han Jingfeng Zhang Xiangteng He DiffM 78 2 0 28 Mar 2024
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion Xu Ju Xian Liu Xintao Wang Hao Wang Ying Shan Qiang Xu 93 78 0 11 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 321 1,410 0 05 Mar 2024
InstantID: Zero-shot Identity-Preserving Generation in Seconds Qixun Wang Xu Bai Haofan Wang Zekui Qin Anthony Chen Huaxia Li Xu Tang Feng-Long Xie 93 259 0 15 Jan 2024
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing Zeyinzi Jiang Chaojie Mao Yulin Pan Zhen Han Jingfeng Zhang 71 30 0 18 Dec 2023
A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting Junhao Zhuang Yanhong Zeng Wenran Liu Chun Yuan Kai Chen DiffM 144 79 0 06 Dec 2023
Emu Edit: Precise Image Editing via Recognition and Generation Tasks Shelly Sheynin Adam Polyak Uriel Singer Yuval Kirstain Amit Zohar Oron Ashual Devi Parikh Yaniv Taigman 89 153 0 16 Nov 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 127 461 0 30 Sep 2023
AnyDoor: Zero-shot Object-level Image Customization Xi Chen Lianghua Huang Yu Liu Yujun Shen Deli Zhao Hengshuang Zhao DiffM 131 287 0 18 Jul 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 226 277 0 16 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 70 152 0 01 Jun 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 421 4,198 1 10 Feb 2023
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 328 1,843 0 17 Nov 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 624 6,107 0 23 May 2022
ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation Han Zhang Weichong Yin Yewei Fang Lanxin Li Boqiang Duan Zhihua Wu Yu Sun Hao Tian Hua Wu Haifeng Wang 69 59 0 31 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 631 15,866 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 478 3,641 0 20 Dec 2021