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
FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space Yiyang Guo Ruizhe Li Mude Hui Hanzhong Guo Chen Zhang Chuangjian Cai Le Wan Shangfei Wang 19 0 0 28 Oct 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization Haowei Zhu Dehua Tang Ji Liu Mingjie Lu Jintu Zheng ... Spandan Tiwari Ashish Sirasao Jun-Hai Yong Bin Wang E. Barsoum DiffM 32 5 0 22 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 37 0 0 18 Oct 2024
debiaSAE: Benchmarking and Mitigating Vision-Language Model Bias Kuleen Sasse Shan Chen Jackson Pond Danielle S. Bitterman J. D. Osborne VLM 21 0 0 17 Oct 2024
Patterns of Creativity: How User Input Shapes AI-Generated Visual Diversity Maria-Teresa De Rosa Palmini Eva Cetinic 28 3 0 09 Oct 2024
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation Xinchen Zhang Ling Yang Bernard Ghanem Yaqi Cai Jiake Xie Yong Tang Yujiu Yang Mengdi Wang Bin Cui EGVM CoGe 44 5 0 09 Oct 2024
$M^3EL$ : A Multi-task Multi-topic Dataset for Multi-modal Entity Linking Fang Wang Shenglin Yin Xiaoying Bai Minghao Hu Tianwei Yan Yi Liang VLM 21 0 0 08 Oct 2024
Image Watermarks are Removable Using Controllable Regeneration from Clean Noise Yepeng Liu Yiren Song Hai Ci Yu Zhang Haofan Wang Mike Zheng Shou Yuheng Bu WIGM 56 3 0 07 Oct 2024
ShieldDiff: Suppressing Sexual Content Generation from Diffusion Models through Reinforcement Learning Dong Han Salaheldin Mohamed Yong Li 23 2 0 04 Oct 2024
Removing Distributional Discrepancies in Captions Improves Image-Text Alignment Yuheng Li Haotian Liu Mu Cai Yijun Li Eli Shechtman Zhe Lin Yong Jae Lee Krishna Kumar Singh VLM 141 1 0 01 Oct 2024
Image Copy Detection for Diffusion Models Wenhao Wang Yifan Sun Zhentao Tan Yi Yang 30 1 0 30 Sep 2024
Finding the Subjective Truth: Collecting 2 Million Votes for Comprehensive Gen-AI Model Evaluation Dimitrios Christodoulou Mads Kuhlmann-Jørgensen EGVM 35 6 0 18 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 45 12 0 11 Sep 2024
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution Yixin Wu Yun Shen Michael Backes Yang Zhang 42 1 0 30 Aug 2024
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images Dimitrios Karageorgiou Quentin Bammey Valentin Porcellini Bertrand Goupil Denis Teyssou Symeon Papadopoulos 62 2 0 21 Aug 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 85 1 0 21 Aug 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 47 10 0 17 Aug 2024
Civiverse: A Dataset for Analyzing User Engagement with Open-Source Text-to-Image Models Maria-Teresa De Rosa Palmini Laura Wagner Eva Cetinic 41 2 0 10 Aug 2024
Towards Reliable Advertising Image Generation Using Human Feedback Thorben Werner Wei Feng Haohan Wang Yaoyu Li Jingsen Wang ... Maximilian Stubbemann Junsheng Jin Lars Schmidt-Thieme Zhangang Lin Jingping Shao 50 3 0 01 Aug 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 38 8 0 29 Jul 2024
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer Yang Wu Kaihua Zhang Jianjun Qian Jin Xie Jian Yang DiffM 47 4 0 29 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 47 9 0 22 Jul 2024
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning Zhecan Wang Garrett Bingham Adams Wei Yu Quoc V. Le Thang Luong Golnaz Ghiasi MLLM LRM 42 9 0 22 Jul 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 39 17 0 19 Jul 2024
When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image Laundering S. Mandelli Paolo Bestagini Stefano Tubaro DiffM 42 4 0 15 Jul 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 41 15 0 10 Jul 2024
The Tug-of-War Between Deepfake Generation and Detection Hannah Lee Changyeon Lee Kevin Farhat Lin Qiu Steve Geluso Aerin Kim O. Etzioni 34 1 0 08 Jul 2024
VCD-Texture: Variance Alignment based 3D-2D Co-Denoising for Text-Guided Texturing Shang Liu Chaohui Yu Chenjie Cao Wen Qian Fan Wang DiffM 42 3 0 05 Jul 2024
Certifiably Robust Image Watermark Zhengyuan Jiang Moyang Guo Yuepeng Hu Jinyuan Jia Neil Zhenqiang Gong WIGM AAML 44 5 0 04 Jul 2024
SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules Suyi Li Lingyun Yang Xiaoxiao Jiang Hanfeng Lu Zhipeng Di ... Tao Lan Guodong Yang Lin Qu Liping Zhang Wei Wang 34 2 0 02 Jul 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Yingwei Pan Ting Yao Jiaxin Mao Shaoping Ma Tao Mei EGVM 30 4 0 28 Jun 2024
On Discrete Prompt Optimization for Diffusion Models Ruochen Wang Ting Liu Cho-Jui Hsieh Boqing Gong DiffM 39 6 0 27 Jun 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Weidi Xie VLM 72 20 0 27 Jun 2024
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 36 4 0 26 Jun 2024
EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models Zhiyu Tan Xiaomeng Yang Luozheng Qin Mengping Yang Cheng Zhang Hao Li 47 7 0 24 Jun 2024
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models Matthew Zheng Enis Simsar Hidir Yesiltepe Federico Tombari Joel Simon Pinar Yanardag 33 3 0 20 Jun 2024
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images Rushikesh Zawar Shaurya Dewan Andrew F. Luo Margaret M. Henderson Michael J. Tarr Leila Wehbe VGen CoGe 44 1 0 19 Jun 2024
Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? Pei Yang Hai Ci Yiren Song Mike Zheng Shou AAML 43 8 0 13 Jun 2024
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion George Cazenavette Avneesh Sud Thomas Leung Ben Usman DiffM 34 13 0 12 Jun 2024
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation Raphael Tang Xinyu Crystina Zhang Lixinyu Xu Yao Lu Wenyan Li Pontus Stenetorp Jimmy Lin Ferhan Ture 34 0 0 12 Jun 2024
Haptic Repurposing with GenAI Haoyu Wang 44 0 0 11 Jun 2024
DiffusionPID: Interpreting Diffusion via Partial Information Decomposition Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 46 4 0 07 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 83 17 0 06 Jun 2024
Understanding the Impact of Negative Prompts: When and How Do They Take Effect? Yuanhao Ban Ruochen Wang Tianyi Zhou Minhao Cheng Boqing Gong Cho-Jui Hsieh 42 16 0 05 Jun 2024
DNCs Require More Planning Steps Yara Shamshoum Nitzan Hodos Yuval Sieradzki Assaf Schuster AI4CE 16 0 0 04 Jun 2024
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 65 4 0 04 Jun 2024
Enhance Image-to-Image Generation with LLaVA Prompt and Negative Prompt Zhicheng Ding Panfeng Li Qikai Yang Siyang Li VLM MLLM 42 13 0 04 Jun 2024
pOps: Photo-Inspired Diffusion Operators Elad Richardson Yuval Alaluf Ali Mahdavi-Amiri Daniel Cohen-Or VLM 49 3 0 03 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark Haoxing Chen Yan Hong Zizheng Huang Zhuoer Xu Zhangxuan Gu ... Jun Lan Huijia Zhu Jianfu Zhang Weiqiang Wang Huaxiong Li Mamba 83 14 0 30 May 2024