T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

16 February 2023

Ying Shan

Papers citing "T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models"

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Title
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 31 0 0 09 May 2025
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation Dongying Li Binyi Su Hua Zhang Yong Li Haiyong Chen 89 0 0 09 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 56 0 0 06 May 2025
MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation Mingcheng Li Xiaolu Hou Ziyang Liu Dingkang Yang Ziyun Qian Jiawei Chen Jinjie Wei Y. Jiang Qingyao Xu L. Zhang DiffM 105 0 0 05 May 2025
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models Kuofeng Gao Yufei Zhu Yiming Li Jiawang Bai Yong-Liang Yang Z. Li Shu-Tao Xia 39 0 0 05 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Songtao Zhao Qian He 26 0 0 05 May 2025
Improving Editability in Image Generation with Layer-wise Memory Daneul Kim Jaeah Lee Jaesik Park DiffM KELM 55 0 0 02 May 2025
Why Compress What You Can Generate? When GPT-4o Generation Ushers in Image Compression Fields Yixin Gao Xiaohan Pan X. Li Zhibo Chen 51 0 0 30 Apr 2025
GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generation Jingfeng Guo J. Chen Weikai Chen Zhenyu Sun Lanjiong Li Baozhu Zhao Lingting Zhu X. Wang Qi Liu 3DH 80 0 0 29 Apr 2025
RepText: Rendering Visual Text via Replicating H. Wang Y. Xu Y. Li J. Li Chaowei Zhang J. Wang Kejia Yang Z. Chen VLM 66 0 0 28 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 62 0 0 24 Apr 2025
Step1X-Edit: A Practical Framework for General Image Editing S. Liu Yucheng Han Peng Xing Fukun Yin Rui Wang ... Yibo Zhu Binxing Jiao X. Zhang Gang Yu Daxin Jiang DiffM 93 3 0 24 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu S. Zhao Jian Andrew Zhang Qian He Xinglong Wu 44 0 0 23 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 47 1 0 16 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 61 1 0 07 Apr 2025
Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents Edward Sun DiffM 30 0 0 21 Mar 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 50 0 0 21 Mar 2025
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control Nvidia Hassan Abu Alhaija Jose M. Alvarez Maciej Bala Tiffany Cai ... Yuchong Ye Xiaodong Yang X. Yang Xiaohui Zeng Yu Zeng VGen 90 1 0 18 Mar 2025
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou Mingwei Li Zongxin Yang Yi Yang 87 0 0 17 Mar 2025
UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing Tsu-jui Fu Yusu Qian Chen Chen Wenze Hu Zhe Gan Y. Yang 85 1 0 16 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Z. Li Jing Tang DiffM 73 1 0 13 Mar 2025
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection Yucheng Suo Fan Ma Kaixin Shen Linchao Zhu Yi Yang VLM 47 0 0 12 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 63 7 0 11 Mar 2025
Recovering Partially Corrupted Major Objects through Tri-modality Based Image Completion Yongle Zhang Yimin Liu Qiang Wu DiffM 33 0 0 10 Mar 2025
Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation Amir Mohammad Izadi Seyed Mohsen Hosseini Soroush Vafaie Tabar Ali Abdollahi Armin Saghafian M. Baghshah EGVM 40 0 0 09 Mar 2025
PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model Xiang Gao Shuai Yang Jiaying Liu DiffM 46 0 0 08 Mar 2025
Zero-Shot Head Swapping in Real-World Scenarios S. Jeong Taewoong Kang Hyojin Jang Jaegul Choo 34 0 0 02 Mar 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong DiffM 38 2 0 22 Feb 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong C. Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 68 2 0 18 Feb 2025
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Zhenxing Mi Kuan-Chieh Jackson Wang Guocheng Qian Hanrong Ye Runtao Liu Sergey Tulyakov Kfir Aberman Dan Xu LRM 42 0 0 12 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene Tai-Yu Pan Sooyoung Jeon Mengdi Fan Jinsu Yoo Zhenyang Feng Mark E. Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 106 0 0 10 Feb 2025
Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds Xiaoyu Xiang Liat Sless Gorelik Yuchen Fan Omri Armstrong Forrest N. Iandola Yilei Li Ita Lifshitz Rakesh Ranjan 3DGS DiffM 104 2 0 28 Jan 2025
PreciseCam: Precise Camera Control for Text-to-Image Generation Edurne Bernal-Berdun Ana Serrano B. Masiá Matheus Gadelha Yannick Hold-Geoffroy Xin Sun Diego F. F. Gutierrez DiffM VGen 45 0 0 22 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 71 4 0 20 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 41 2 0 15 Jan 2025
MC-VTON: Minimal Control Virtual Try-On Diffusion Transformer Junsheng Luan Guangyuan Li Lei Zhao Wei Xing DiffM 35 1 0 07 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 60 0 0 03 Jan 2025
Edicho: Consistent Image Editing in the Wild Qingyan Bai Hao Ouyang Yinghao Xu Qiuyu Wang Ceyuan Yang Ka Leong Cheng Yujun Shen Qifeng Chen DiffM 72 1 0 30 Dec 2024
Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models Namhyuk Ahn Kiyoon Yoo Wonhyuk Ahn Daesik Kim Seung-Hun Nam AAML WIGM DiffM 85 0 0 16 Dec 2024
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models Rick Akkerman Haiwen Feng M. Black Dimitrios Tzionas Victoria Fernandez-Abrevaya VGen AI4CE 100 3 0 16 Dec 2024
ColorFlow: Retrieval-Augmented Image Sequence Colorization Junhao Zhuang Xuan Ju Z. Zhang Yong-Jin Liu Shiyi Zhang Chun Yuan Ying Shan DiffM 95 1 0 16 Dec 2024
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 81 0 0 16 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 157 2 0 14 Dec 2024
Mojito: Motion Trajectory and Intensity Control for Video Generation Xuehai He Shuohang Wang Jianwei Yang Xiaoxia Wu Y. Wang Kuan-Chieh Jackson Wang Z. Zhan Olatunji Ruwase Yelong Shen X. Wang VGen 86 1 0 12 Dec 2024
DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation Q. He Jinlong Peng P. Xu Boyuan Jiang Xiaobin Hu ... Y. Liu Y. Wang Chengjie Wang X. Li J. Zhang DiffM 120 1 0 04 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 87 0 0 02 Dec 2024
Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing P. Xu Boyuan Jiang Xiaobin Hu Donghao Luo Q. He J. Zhang Chengjie Wang Yunsheng Wu Charles X. Ling Boyu Wang 87 2 0 24 Nov 2024
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea Qifan Yu Wei Chow Zhongqi Yue Kaihang Pan Yang Wu Xiaoyang Wan Juncheng Billy Li Siliang Tang H. Zhang Yueting Zhuang DiffM 98 15 0 24 Nov 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 80 10 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 44 3 0 24 Oct 2024