Title
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 67 4 0 04 Jun 2024
Plug-and-Play Diffusion Distillation Yi-Ting Hsiao Siavash Khodadadeh Kevin Duarte Wei-An Lin Hui Qu Mingi Kwon Ratheesh Kalarot 47 8 0 04 Jun 2024
Diffusion Boosted Trees Xizewen Han Mingyuan Zhou AI4CE 36 0 0 03 Jun 2024
Segmentation-Free Guidance for Text-to-Image Diffusion Models K. Azarian Debasmit Das Qiqi Hou Fatih Porikli VLM 59 0 0 03 Jun 2024
Differentially Private Fine-Tuning of Diffusion Models Yu-Lin Tsai Yizhe Li Zekai Chen Po-yu Chen Chia-Mu Yu Xuebin Ren Francois Buet-Golfouse 52 3 0 03 Jun 2024
pOps: Photo-Inspired Diffusion Operators Elad Richardson Yuval Alaluf Ali Mahdavi-Amiri Daniel Cohen-Or VLM 49 3 0 03 Jun 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 62 17 0 03 Jun 2024
Layout-Agnostic Scene Text Image Synthesis with Diffusion Models Qilong Zhangli Jindong Jiang Di Liu Licheng Yu Xiaoliang Dai Ankit Ramchandani Guan Pang Dimitris N. Metaxas Praveen Krishnan DiffM 45 8 0 03 Jun 2024
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling Jiatao Gu Ying Shen Shuangfei Zhai Yizhe Zhang Navdeep Jaitly J. Susskind 57 9 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
Text Guided Image Editing with Automatic Concept Locating and Forgetting Jia Li Lijie Hu Zhixian He Jingfeng Zhang Tianhang Zheng Di Wang DiffM 49 9 0 30 May 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 61 2 0 30 May 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 34 2 0 28 May 2024
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance JiaoJiao Fan Haotian Xue Qinsheng Zhang Yongxin Chen 38 1 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 42 24 0 27 May 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 46 3 0 27 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 7 0 27 May 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 44 5 0 27 May 2024
User-Friendly Customized Generation with Multi-Modal Prompts Linhao Zhong Yan Hong Wentao Chen Binglin Zhou Yiyi Zhang Jianfu Zhang Liqing Zhang DiffM 45 0 0 26 May 2024
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model Mingyang Yi Aoxue Li Yi Xin Zhenguo Li DiffM 45 12 0 24 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
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 44 98 0 23 May 2024
Semantica: An Adaptable Image-Conditioned Diffusion Model Manoj Kumar N. Houlsby Emiel Hoogeboom DiffM VLM 40 0 0 23 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 51 9 0 23 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models Zakaria Patel Kirill Serkh DiffM 44 3 0 23 May 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 46 12 0 23 May 2024
FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition Ganggui Ding Canyu Zhao Wen Wang Zhen Yang Zide Liu Hao Chen Chunhua Shen DiffM 46 21 0 22 May 2024
Personalized Residuals for Concept-Driven Text-to-Image Generation Cusuh Ham Matthew Fisher James Hays Nicholas I. Kolkin Yuchen Liu Richard Y. Zhang Tobias Hinz DiffM 50 7 0 21 May 2024
CustomText: Customized Textual Image Generation using Diffusion Models Shubham Paliwal Arushi Jain Monika Sharma Vikram Jamwal L. Vig 43 0 0 21 May 2024
On the Trajectory Regularity of ODE-based Diffusion Sampling Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 37 14 0 18 May 2024
Dreamer XL: Towards High-Resolution Text-to-3D Generation via Trajectory Score Matching Xingyu Miao Haoran Duan Varun Ojha Jun Song Tejal Shah Yang Long R. Ranjan 35 3 0 18 May 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 51 95 0 14 May 2024
Compositional Text-to-Image Generation with Dense Blob Representations Weili Nie Sifei Liu Morteza Mardani Chao Liu Benjamin Eckart Arash Vahdat DiffM 86 17 0 14 May 2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator Hanshu Yan Xingchao Liu Jiachun Pan Jun Hao Liew Qiang Liu Jiashi Feng 42 41 0 13 May 2024
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Shengyuan Liu Bo Wang Ye Ma Te Yang Xipeng Cao Quan Chen Han Li Di Dong Peng Jiang EGVM 44 2 0 11 May 2024
Non-confusing Generation of Customized Concepts in Diffusion Models Wang Lin Jingyuan Chen Jiaxin Shi Yichen Zhu Chen Liang ... Tao Jin Zhou Zhao Fei Wu Shuicheng Yan Hanwang Zhang DiffM 48 12 0 11 May 2024
MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation Yuxiang Wei Zhilong Ji Jinfeng Bai Hongzhi Zhang Lei Zhang W. Zuo DiffM 49 3 0 09 May 2024
AI in Your Toolbox: A Plugin for Generating Renderings from 3D Models Mingming Wang 18 0 0 09 May 2024
FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation Xuehai He Jian Zheng Jacob Zhiyuan Fang Robinson Piramuthu Mohit Bansal Vicente Ordonez Gunnar A. Sigurdsson Nanyun Peng Xin Eric Wang DiffM 53 1 0 08 May 2024
CCDM: Continuous Conditional Diffusion Models for Image Generation Xin Ding Member Ieee Yongwei Wang Kao Zhang F. I. Z. Jane Wang DiffM 19 3 0 06 May 2024
Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition Yichun Tai Kun Yang Tao Peng Zhenzhen Huang Zhijiang Zhang 37 4 0 03 May 2024
Customizing Text-to-Image Models with a Single Image Pair Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 25 19 0 02 May 2024
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet D. Tariang Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva 50 8 0 30 Apr 2024
T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining Yiitan Yuan Zhuo Chen Xubo Liu Haohe Liu Xuenan Xu Dongya Jia Yuanzhe Chen Mark D. Plumbley Wenwu Wang CLIP VLM 40 9 0 27 Apr 2024
MuseumMaker: Continual Style Customization without Catastrophic Forgetting Chenxi Liu Gan Sun Wenqi Liang Jiahua Dong Can Qin Yang Cong DiffM 50 3 0 25 Apr 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models Jingyao Xu Yuetong Lu Yandong Li Siyang Lu Dongdong Wang Xiang Wei AAML DiffM 27 10 0 23 Apr 2024
Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion Hongyu Chen Yi-Meng Gao Min Zhou Peng Wang Xubin Li Tiezheng Ge Bo Zheng DiffM 28 5 0 23 Apr 2024
Gorgeous: Create Your Desired Character Facial Makeup from Any Ideas Jia Wei Sii Chee Seng Chan DiffM 51 0 0 22 Apr 2024
Accelerating Image Generation with Sub-path Linear Approximation Model Chen Xu Tian-Shu Song Weixin Feng Xubin Li Tiezheng Ge Bo Zheng Limin Wang 42 11 0 22 Apr 2024
Towards Better Text-to-Image Generation Alignment via Attention Modulation Yihang Wu Xiao Cao Kaixin Li Zitan Chen Haonan Wang Lei Meng Zhiyong Huang DiffM 40 5 0 22 Apr 2024