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
ISAC: Training-Free Instance-to-Semantic Attention Control for Improving Multi-Instance Generation Sanghyun Jo Wooyeol Lee Ziseok Lee Kyungsu Kim 777 0 0 27 May 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models Lorenzo Baraldi Davide Bucciarelli Federico Betti Marcella Cornia Lorenzo Baraldi N. Sebe Rita Cucchiara 210 0 0 26 May 2025
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 172 0 0 26 May 2025
MultLFG: Training-free Multi-LoRA composition using Frequency-domain Guidance Aniket Roy Maitreya Suin Ketul Shah Rama Chellappa 60 1 0 26 May 2025
Training-free Stylized Text-to-Image Generation with Fast Inference X. Ma Yaohui Wang Xinyuan Chen Tien-Tsin Wong C. L. P. Chen 795 0 0 25 May 2025
Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation Wenchao Zhang Jiahe Tian Runze He Jizhong Han Jiao Dai Miaomiao Feng Wei Mi Xiaodan Zhang 90 0 0 24 May 2025
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data Yiren Song Cheng Liu Mike Zheng Shou DiffM 175 2 0 24 May 2025
Co-Reinforcement Learning for Unified Multimodal Understanding and Generation Jingjing Jiang Chongjie Si Jun Luo Hanwang Zhang Chao Ma 170 0 0 23 May 2025
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization Haonian Ji Shi Qiu Siyang Xin Siwei Han Zhaorun Chen Hongyi Wang Dake Zhang Huaxiu Yao 66 0 0 22 May 2025
Creatively Upscaling Images with Global-Regional Priors Yurui Qian Qi Cai Yingwei Pan Ting Yao Tao Mei DiffM 199 0 0 22 May 2025
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding Yuxiang Wei Yanteng Zhang Xi Xiao Tianyang Wang Xiao Wang Vince D. Calhoun MoE 218 0 0 21 May 2025
MVPainter: Accurate and Detailed 3D Texture Generation via Multi-View Diffusion with Geometric Control Mingqi Shao Feng Xiong Zhaoxu Sun Mu Xu DiffM 84 0 0 19 May 2025
Improving Compositional Generation with Diffusion Models Using Lift Scores Chenning Yu Sicun Gao DiffM 819 0 0 19 May 2025
Accelerate TarFlow Sampling with GS-Jacobi Iteration Ben Liu Zhen Qin 85 0 0 19 May 2025
Video-GPT via Next Clip Diffusion Shaobin Zhuang Zhipeng Huang Ying Zhang Fangyikang Wang Canmiao Fu Binxin Yang Chong Sun Chen Li Yali Wang DiffM VGen 225 0 0 18 May 2025
Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial Sampling Rui Qin Qijie Wang Ming Sun Haowei Zhu Chao Zhou Bin Wang 131 0 0 17 May 2025
Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration Haipeng Fang Sheng Tang Juan Cao Enshuo Zhang Fan Tang Tong-Yee Lee 86 0 0 16 May 2025
Flow-GRPO: Training Flow Matching Models via Online RL Jie Liu Gongye Liu Jiajun Liang Yongqian Li Jiaheng Liu Xinyu Wang Pengfei Wan Di Zhang Wanli Ouyang AI4CE 196 5 0 08 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri Deshmukh Yalcin Tur Gorkhem Durak Ulas Bagci MedIm 227 0 0 08 May 2025
InstanceGen: Image Generation with Instance-level Instructions Etai Sella Yanir Kleiman Hadar Averbuch-Elor 83 0 0 08 May 2025
Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay Sriram Mandalika Harsha Vardhan Athira Nambiar VLM 205 0 0 07 May 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li Xin Gu Fan Chen X. Xing Longyin Wen Chong Chen Sijie Zhu DiffM 247 2 0 05 May 2025
Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction Biao Gong Cheng Zou Dandan Zheng Hu Yu Jingdong Chen ... Qingpei Guo Rui Liu Weilong Chai Xinyu Xiao Ziyuan Huang MLLM 187 3 0 05 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Wei Wei Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 293 1 0 05 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 Yiheng Jiang Qingyao Xu Li Zhang DiffM 488 0 0 05 May 2025
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation Vaidehi Patil Yi-Lin Sung Peter Hase Jie Peng Jen-tse Huang Joey Tianyi Zhou AAML MU 261 4 0 01 May 2025
Multi-Modal Language Models as Text-to-Image Model Evaluators Jiahui Chen Candace Ross Reyhane Askari Hemmat Koustuv Sinha Melissa Hall M. Drozdzal Adriana Romero-Soriano EGVM 101 0 0 01 May 2025
Nexus-Gen: A Unified Model for Image Understanding, Generation, and Editing Hong Zhang Zhongjie Duan Xingjun Wang Yuze Zhao Weiyi Lu Zhipeng Di Yongjun Xu Yingda Chen Yu Zhang MLLM 167 6 0 30 Apr 2025
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models Xu Ma Peize Sun Haoyu Ma Hao Tang Chih-Yao Ma ... Matt Feiszli Peizhao Zhang Peter Vajda Sam S. Tsai Y. Fu 165 4 0 24 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 211 24 0 24 Apr 2025
Structure-Preserving Zero-Shot Image Editing via Stage-Wise Latent Injection in Diffusion Models Dasol Jeong Donggoo Kang Jiwon Park Hyebean Lee Joonki Paik DiffM 93 0 0 22 Apr 2025
Novel Concept-Oriented Synthetic Data approach for Training Generative AI-Driven Crystal Grain Analysis Using Diffusion Model Ahmed Sobhi Saleh Kristof Croes Hajdin Ceric Ingrid De Wolf Houman Zahedmanesh DiffM 76 0 0 21 Apr 2025
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 127 0 0 19 Apr 2025
Anti-Aesthetics: Protecting Facial Privacy against Customized Text-to-Image Synthesis Songping Wang Yueming Lyu Shiqi Liu Ning Li Tong Tong Hao Sun Caifeng Shan PICV 128 0 0 16 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 160 1 0 16 Apr 2025
PT-Mark: Invisible Watermarking for Text-to-image Diffusion Models via Semantic-aware Pivotal Tuning Yansen Wang Huiyu Xu Peng Kuang Jiacheng Du Zehan Li Yiming Li Qiu Wang Kui Ren WIGM 156 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 179 0 0 15 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Yihan Hu Yuanxing Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Yan Li Di Zhang 123 0 0 14 Apr 2025
SPICE: A Synergistic, Precise, Iterative, and Customizable Image Editing Workflow Kenan Tang Yanhong Li Yao Qin DiffM 84 0 0 13 Apr 2025
Probability Density Geodesics in Image Diffusion Latent Space Qingtao Yu Jaskirat Singh Zhaoyuan Yang Peter Tu Jing Zhang Hongdong Li Richard Hartley Dylan Campbell DiffM 139 1 0 09 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas Guibas Gordon Wetzstein Sai Bi DiffM 138 2 0 07 Apr 2025
Video-Bench: Human-Aligned Video Generation Benchmark Hui Han Siyuan Li Jiaqi Chen Yiwen Yuan Yuling Wu ... You Li Jing Zhang Chi Zhang Li Li Yongxin Ni EGVM VGen 165 0 0 07 Apr 2025
Physics-informed 4D X-ray image reconstruction from ultra-sparse spatiotemporal data Zisheng Yao Yuhe Zhang Zhe Hu Robert Klöfkorn Tobias Ritschel Pablo Villanueva-Perez AI4CE 129 0 0 04 Apr 2025
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Xiangyu Zhao Peiyuan Zhang Kexian Tang Hao Li Zicheng Zhang ... Guangtao Zhai Junchi Yan Hua Yang Xue Yang Haodong Duan VLM LRM 142 6 0 03 Apr 2025
Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets Chuning Zhu Raymond Yu S. Feng Benjamin Burchfiel Paarth Shah Abhishek Gupta VGen 151 7 0 03 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 507 1 0 31 Mar 2025
Geometrical Properties of Text Token Embeddings for Strong Semantic Binding in Text-to-Image Generation H. Seo Junseo Bang Haechang Lee Joohoon Lee Byung Hyun Lee Se Young Chun 108 0 0 29 Mar 2025
SupertonicTTS: Towards Highly Scalable and Efficient Text-to-Speech System Hyeongju Kim Jinhyeok Yang Yechan Yu Seunghun Ji Jacob Morton Frederik Bous Joon Byun Juheon Lee 136 0 0 29 Mar 2025
Meta-LoRA: Meta-Learning LoRA Components for Domain-Aware ID Personalization Barış Batuhan Topal Umut Özyurt Zafer Doğan Budak Ramazan Gokberk Cinbis 87 0 0 28 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu Wentao Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 452 6 0 27 Mar 2025