SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

4 July 2023

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Papers citing "SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis"

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Title
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 111 17 0 12 Mar 2024
SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data Jialu Li Jaemin Cho Yi-Lin Sung Jaehong Yoon Mohit Bansal MoMe DiffM 99 9 0 11 Mar 2024
Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis Mu-Hwa Chen Yi Liu Jian Yi Changran Xu Qiuxia Lai Hongliang Wang Tsung-Yi Ho Qiang Xu EGVM 82 10 0 08 Mar 2024
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation Junsong Chen Chongjian Ge Enze Xie Yue Wu Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo Huchuan Lu Zhenguo Li 228 123 0 07 Mar 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Lean Fu 114 12 0 04 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 114 9 0 03 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 288 22 0 28 Feb 2024
TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation Zongying Lin Hao Li Liuzhenghao Lv Lin Bin Junwu Zhang Calvin Yu-Chian Chwn Li Yuan Tian Yonghong 76 3 0 27 Feb 2024
Transparent Image Layer Diffusion using Latent Transparency Lvmin Zhang Maneesh Agrawala 128 51 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 263 103 0 27 Feb 2024
Visual Hallucinations of Multi-modal Large Language Models Wen Huang Hongbin Liu Minxin Guo Neil Zhenqiang Gong MLLM VLM 116 35 0 22 Feb 2024
SDXL Finetuned with LoRA for Coloring Therapy: Generating Graphic Templates Inspired by United Arab Emirates Culture Abdulla Alfalasi Esrat Khan Mohamed Alhashmi Raed Aldweik Davor Svetinovic 27 0 0 20 Feb 2024
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 135 64 0 19 Feb 2024
Universal Prompt Optimizer for Safe Text-to-Image Generation Zongyu Wu Hongcheng Gao Yueze Wang Xiang Zhang Suhang Wang EGVM 78 11 0 16 Feb 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 164 5 0 23 Jan 2024
Vlogger: Make Your Dream A Vlog Shaobin Zhuang Kunchang Li Xinyuan Chen Yaohui Wang Ziwei Liu Yu Qiao Yali Wang VGen DiffM 81 39 0 17 Jan 2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive Yumeng Li Margret Keuper Dan Zhang Anna Khoreva DiffM 93 12 0 16 Jan 2024
HexaGen3D: StableDiffusion is just one step away from Fast and Diverse Text-to-3D Generation Antoine Mercier Ramin Nakhli Mahesh Reddy R. Yasarla Hong Cai Fatih Porikli Guillaume Berger DiffM 97 16 0 15 Jan 2024
Prompt-Propose-Verify: A Reliable Hand-Object-Interaction Data Generation Framework using Foundational Models Gurusha Juneja Sukrit Kumar DiffM 33 0 0 23 Dec 2023
Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training Xinyan Chen Jiaxin Ge Tianjun Zhang Jiaming Liu Shanghang Zhang VLM EGVM 190 0 0 23 Dec 2023
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Huan Ling Seung Wook Kim Antonio Torralba Sanja Fidler Karsten Kreis DiffM 3DGS 89 123 0 21 Dec 2023
InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following Shufan Li Harkanwar Singh Aditya Grover DiffM 93 10 0 11 Dec 2023
Stellar: Systematic Evaluation of Human-Centric Personalized Text-to-Image Methods Panos Achlioptas Alexandros Benetatos Iordanis Fostiropoulos Dimitris Skourtis 119 9 0 11 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 138 201 0 07 Dec 2023
Mitigating Open-Vocabulary Caption Hallucinations Assaf Ben-Kish Moran Yanuka Morris Alper Raja Giryes Hadar Averbuch-Elor MLLM VLM 123 6 0 06 Dec 2023
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 177 27 0 30 Nov 2023
Rethinking Image Editing Detection in the Era of Generative AI Revolution Zhihao Sun Haipeng Fang Xinying Zhao Danding Wang Juan Cao 91 10 0 29 Nov 2023
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering Jingye Chen Yupan Huang Tengchao Lv Lei Cui Qifeng Chen Furu Wei DiffM 128 70 0 28 Nov 2023
One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls Minghui Hu Jianbin Zheng Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 99 5 0 27 Nov 2023
Flow-Guided Diffusion for Video Inpainting Bohai Gu Yongsheng Yu Hengrui Fan Libo Zhang VGen DiffM 102 12 0 26 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Yan Li Di Zhang VLM 230 25 0 24 Nov 2023
GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning Jiaxi Lv Yi Huang Mingfu Yan Jiancheng Huang Jianzhuang Liu Yifan Liu Yafei Wen Xiaoxin Chen Shifeng Chen VGen DiffM 119 25 0 21 Nov 2023
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research Bardia Khosravi Frank Li Theo Dapamede Pouria Rouzrokh Cooper Gamble ... C. Wyles Andrew B. Sellergren S. Purkayastha Bradley J. Erickson J. Gichoya MedIm 86 18 0 15 Nov 2023
Chain of Images for Intuitively Reasoning Fanxu Meng Haotong Yang Yiding Wang Muhan Zhang LRM 78 10 0 09 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 93 14 0 07 Nov 2023
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Shiwei Zhang Jiayu Wang Yingya Zhang Kang Zhao Hangjie Yuan Zhan Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 135 231 0 07 Nov 2023
De-Diffusion Makes Text a Strong Cross-Modal Interface Chen Wei Chenxi Liu Siyuan Qiao Zhishuai Zhang Alan Yuille Jiahui Yu VLM DiffM 103 11 0 01 Nov 2023
Noise-Free Score Distillation Oren Katzir Or Patashnik Daniel Cohen-Or Dani Lischinski DiffM 112 71 0 26 Oct 2023
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts Yixin Wu Ning Yu Michael Backes Yun Shen Yang Zhang DiffM 153 8 0 25 Oct 2023
$Λ$ -Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI Shoki Ohta Takayuki Nishio 146 5 0 23 Oct 2023
Language Agents for Detecting Implicit Stereotypes in Text-to-image Models at Scale Qichao Wang Tian Bian Yian Yin Tingyang Xu Hong Cheng Helen M. Meng Zibin Zheng Liang Chen Bingzhe Wu VLM DiffM 58 3 0 18 Oct 2023
Predicated Diffusion: Predicate Logic-Based Attention Guidance for Text-to-Image Diffusion Models Kota Sueyoshi Takashi Matsubara DiffM 98 8 0 03 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 43 4 0 03 Oct 2023
Prompt-tuning latent diffusion models for inverse problems Hyungjin Chung Jong Chul Ye P. Milanfar M. Delbracio DiffM 108 44 0 02 Oct 2023
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation Vlad Hondru Radu Tudor Ionescu DiffM 104 2 0 29 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 154 37 0 22 Sep 2023
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization Xiaoyu Ye Hao Huang Jiaqi An Yongtao Wang WIGM 85 23 0 19 Aug 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel DiffM 95 5 0 15 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 81 7 0 03 Aug 2023
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance I. Triguero Daniel Molina Javier Poyatos Javier Del Ser Francisco Herrera AI4TS AI4MH 122 5 0 26 Jul 2023