DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

26 October 2022

Papers citing "DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models"

50 / 208 papers shown

Title
Towards Self-Improvement of Diffusion Models via Group Preference Optimization Renjie Chen Wenfeng Lin Yichen Zhang Jiangchuan Wei Boyuan Liu Chao Feng Jiao Ran Mingyu Guo 12 0 0 16 May 2025
GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security Xiangkun Wang Kejiang Chen Yuang Qi Ruiheng Liu Weiming Zhang Nenghai Yu 28 0 0 21 Apr 2025
Exploring Language Patterns of Prompts in Text-to-Image Generation and Their Impact on Visual Diversity Maria-Teresa De Rosa Palmini Eva Cetinic 31 0 0 19 Apr 2025
Never Start from Scratch: Expediting On-Device LLM Personalization via Explainable Model Selection Haoming Wang Boyuan Yang Xiangyu Yin Wei Gao 33 0 0 15 Apr 2025
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion Vinay Shukla Prachee Sharma Ryan A. Rossi Sungchul Kim Tong Yu Aditya Grover WIGM 35 0 0 15 Apr 2025
TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs Zijian Zhang Xuhui Zheng X. Wu Chong Peng Xuezhi Cao 34 0 0 10 Apr 2025
CREA: A Collaborative Multi-Agent Framework for Creative Content Generation with Diffusion Models Kavana Venkatesh Connor Dunlop Pinar Yanardag DiffM 40 0 0 07 Apr 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 55 0 0 02 Apr 2025
THEMIS: Towards Practical Intellectual Property Protection for Post-Deployment On-Device Deep Learning Models Yujin Huang Zhi Zhang Qingchuan Zhao Xingliang Yuan Chunyang Chen 42 0 0 31 Mar 2025
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset Kushal Agrawal Romi Banerjee 43 0 0 29 Mar 2025
WMCopier: Forging Invisible Image Watermarks on Arbitrary Images Ziping Dong Chao Shuai Zhongjie Ba Peng Cheng Zhanyue Qin Qinglong Wang Kui Ren WIGM 51 0 0 28 Mar 2025
Evaluating Text-to-Image Synthesis with a Conditional Fréchet Distance Jaywon Koo J. Hernandez Moayed Haji-Ali Ziyan Yang Vicente Ordonez EGVM 72 0 0 27 Mar 2025
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning Y. Gao Dongliang Chang Bingyao Yu Haotian Qin Lei Chen Kongming Liang Zhanyu Ma 49 0 0 27 Mar 2025
IPGO: Indirect Prompt Gradient Optimization for Parameter-Efficient Prompt-level Fine-Tuning on Text-to-Image Models Jianping Ye Michel Wedel Kunpeng Zhang 42 0 0 25 Mar 2025
Reverse Prompt: Cracking the Recipe Inside Text-to-Image Generation Zhiyao Ren Yibing Zhan B. Yu Dacheng Tao DiffM 74 0 0 25 Mar 2025
Scaling Down Text Encoders of Text-to-Image Diffusion Models Lifu Wang Daqing Liu Xinchen Liu Xiaodong He VLM 49 0 0 25 Mar 2025
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance Shulei Wang Wang Lin Hai Huang Hanting Wang Sihang Cai ... Tao Jin Jingyuan Chen Jiacheng Sun Jieming Zhu Zhou Zhao DiffM 55 2 0 22 Mar 2025
Halton Scheduler For Masked Generative Image Transformer Victor Besnier Mickael Chen David Hurych Eduardo Valle Matthieu Cord 52 1 0 21 Mar 2025
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Mode Junjia Huang Pengxiang Yan Jinhang Cai Jiyang Liu Zhao Wang Yitong Wang Xinglong Wu Guanbin Li DiffM 72 0 0 17 Mar 2025
Do I look like a `cat.n.01` to you? A Taxonomy Image Generation Benchmark Viktor Moskvoretskii Alina Lobanova Ekaterina Neminova Chris Biemann Alexander Panchenko Irina Nikishina 47 0 0 13 Mar 2025
PromptMap: An Alternative Interaction Style for AI-Based Image Generation Krzysztof Adamkiewicz Paweł W. Woźniak Julia Dominiak Andrzej Romanowski Jakob Karolus Stanislav Frolov 67 1 0 12 Mar 2025
Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models Zhihua Tian Sirun Nan Ming Xu Shengfang Zhai Wenjie Qu Jian Liu Kui Ren Ruoxi Jia Jiaheng Zhang DiffM 96 1 0 12 Mar 2025
From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models Muzhi Dai Jiashuo Sun Zhiyuan Zhao Shixuan Liu Rui Li Junyu Gao Xuelong Li VLM 53 0 0 08 Mar 2025
ROCM: RLHF on consistency models Shivanshu Shekhar Tong Zhang 40 0 0 08 Mar 2025
M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment Chuan Cui Kejiang Chen Zhihua Wei Wen Shen Wenbo Zhang Nenghai Yu EGVM 70 0 0 24 Feb 2025
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation Lijun Li Zhelun Shi Xuhao Hu Bowen Dong Yiran Qin Xihui Liu Lu Sheng Jing Shao 114 1 0 21 Feb 2025
A Transfer Attack to Image Watermarks Yuepeng Hu Zhengyuan Jiang Moyang Guo Neil Zhenqiang Gong 77 10 0 20 Feb 2025
Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 63 0 0 18 Feb 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation Taeyoung Yun Dinghuai Zhang Jinkyoo Park Ling Pan DiffM 84 2 0 17 Feb 2025
Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening Ye Tian L. Yang Xinchen Zhang Yunhai Tong Mengdi Wang Bin Cui 67 1 0 17 Feb 2025
DejAIvu: Identifying and Explaining AI Art on the Web in Real-Time with Saliency Maps Jocelyn Dzuong 96 0 0 12 Feb 2025
SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches Haichuan Lin Yilin Ye Jiazhi Xia Wei Zeng DiffM 70 0 0 11 Feb 2025
VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis Zhipeng Chen Lan Yang Yonggang Qi Honggang Zhang Kaiyue Pang Ke Li Yi-Zhe Song DiffM 95 0 0 31 Dec 2024
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 51 9 0 31 Dec 2024
FlexCache: Flexible Approximate Cache System for Video Diffusion Desen Sun Henry Tian Tim Lu Sihang Liu DiffM 33 0 0 18 Dec 2024
The Art of Deception: Color Visual Illusions and Diffusion Models Alex Gomez-Villa Kai Wang Alejandro C. Parraga Bartlomiej Twardowski Jesús Malo Javier Vázquez-Corral Joost van de Weijer DiffM 85 2 0 13 Dec 2024
SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution Runyi Hu Jingyang Zhang Yiming Li Jiwei Li Qing-Wu Guo Han Qiu Tianwei Zhang WIGM AAML 90 1 0 13 Dec 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models Tong Wu Yinghao Xu Ryan Po Mengchen Zhang Guandao Yang Jiaqi Wang Ziqiang Liu Dahua Lin Gordon Wetzstein 76 0 0 10 Dec 2024
Open-Sora Plan: Open-Source Large Video Generation Model Bin Lin Yunyang Ge Xinhua Cheng Zongjian Li Bin Zhu ... Zhang Pan Xing Zhou Shaoling Dong Yonghong Tian Li-xin Yuan VLM VGen 118 59 0 28 Nov 2024
Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation Tianyi Wei Dongdong Chen Yifan Zhou Xingang Pan EGVM 88 2 0 27 Nov 2024
Interactive Visual Assessment for Text-to-Image Generation Models Xiaoyue Mi Fan Tang Juan Cao Qiang Sheng Ziyao Huang Peng Li Yi Liu Tong-Yee Lee EGVM 71 0 0 23 Nov 2024
DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling Sohaib Ahmad Qizheng Yang Haoliang Wang Ramesh K. Sitaraman Hui Guan 75 1 0 22 Nov 2024
Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward Zhiwei Jia Yuesong Nan Huixi Zhao Gengdai Liu EGVM 88 0 0 22 Nov 2024
Visual question answering based evaluation metrics for text-to-image generation Mizuki Miyamoto Ryugo Morita Jinjia Zhou EGVM 33 0 0 15 Nov 2024
Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors Anisha Pal Julia Kruk Mansi Phute Manognya Bhattaram Diyi Yang Duen Horng Chau Judy Hoffman AAML 47 2 0 12 Nov 2024
Emotional Images: Assessing Emotions in Images and Potential Biases in Generative Models Maneet Mehta Cody Buntain EGVM 32 2 0 08 Nov 2024
SEE-DPO: Self Entropy Enhanced Direct Preference Optimization Shivanshu Shekhar Shreyas Singh Tong Zhang 33 4 0 06 Nov 2024
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation Wenhao Wang Yuqing Yang VGen 47 3 0 05 Nov 2024
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts Jie Zhu Y. Chen Mingyu Ding Ping Luo Leye Wang Jingdong Wang DiffM 42 3 0 30 Oct 2024
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models Wenda Li Huijie Zhang Qing Qu WIGM 49 2 0 28 Oct 2024