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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,139 papers shown

Title
Image and Video Tokenization with Binary Spherical Quantization Yue Zhao Yuanjun Xiong Philipp Krahenbuhl 96 25 0 11 Jun 2024
Instant 3D Human Avatar Generation using Image Diffusion Models Nikos Kolotouros Thiemo Alldieck Enric Corona Eduard Gabriel Bazavan C. Sminchisescu 110 10 0 11 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 140 4 0 11 Jun 2024
Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu Mengqi Zhang Ignacio Castro Shu Wu Gareth Tyson 101 2 0 11 Jun 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models Athanasios Tragakis Marco Aversa Chaitanya Kaul Roderick Murray-Smith Daniele Faccio 112 2 0 11 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 158 3 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 155 305 0 10 Jun 2024
Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion Transfer Sigal Raab Inbar Gat Nathan Sala Guy Tevet Rotem Shalev-Arkushin Ohad Fried Amit H. Bermano Daniel Cohen-Or 110 12 0 10 Jun 2024
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization Yi Gu Zhendong Wang Yueqin Yin Yujia Xie Mingyuan Zhou 100 18 0 10 Jun 2024
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection Donggeun Ko Sangwoo Jo Dongjun Lee Namjun Park Jaekwang Kim 77 1 0 10 Jun 2024
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos Zijian Chen Wei Sun Yuan Tian Jun Jia Zicheng Zhang Jiarui Wang Ru Huang Xiongkuo Min Guangtao Zhai Wenjun Zhang EGVM 124 15 0 10 Jun 2024
Data Augmentation in Earth Observation: A Diffusion Model Approach Tiago Sousa B. Ries N. Guelfi DiffM 121 2 0 10 Jun 2024
FRAG: Frequency Adapting Group for Diffusion Video Editing Sunjae Yoon Gwanhyeong Koo Geonwoo Kim Chang D. Yoo DiffM 122 5 0 10 Jun 2024
Improving Antibody Design with Force-Guided Sampling in Diffusion Models Paulina Kulyt.e Francisco Vargas Simon Mathis Yu Guang Wang Jose Miguel Hernandez-Lobato Pietro Liò DiffM 113 7 0 09 Jun 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Jiayi Guo Jinyi Hu Zhiyuan Liu Shiji Song Yuan Yao Gao Huang 92 17 0 08 Jun 2024
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 66 3 0 08 Jun 2024
CoBL-Diffusion: Diffusion-Based Conditional Robot Planning in Dynamic Environments Using Control Barrier and Lyapunov Functions Kazuki Mizuta Karen Leung 116 9 0 08 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 127 1 0 07 Jun 2024
Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior Tanvir Mahmud Mustafa Munir R. Marculescu Diana Marculescu VGen 88 0 0 07 Jun 2024
Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT Images Michelle Espranita Liman Daniel Rueckert Florian J. Fintelmann Philip Muller MedIm DiffM 30 1 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 77 3 0 07 Jun 2024
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance Prediction Eduard Poesina Adriana Valentina Costache Adrian-Gabriel Chifu Josiane Mothe Radu Tudor Ionescu VLM 159 1 0 07 Jun 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance Reyhane Askari Hemmat Melissa Hall Alicia Sun Candace Ross M. Drozdzal Adriana Romero Soriano 89 8 0 06 Jun 2024
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data Bastian Boll Daniel Gonzalez-Alvarado Stefania Petra Christoph Schnörr 161 4 0 06 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 94 22 0 06 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 166 30 0 06 Jun 2024
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment Jiayi Guo Junhao Zhao Chunjiang Ge Chaoqun Du Zanlin Ni Shiji Song Humphrey Shi Gao Huang TTA DiffM 86 7 0 06 Jun 2024
Inspired by AI? A Novel Generative AI System To Assist Conceptual Automotive Design Ye Wang Nicole B. Damen Thomas Gale Voho Seo Hooman Shayani AI4CE 75 3 0 06 Jun 2024
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions Salvatore Esposito Qingshan Xu Kacper Kania Charlie Hewitt Octave Mariotti Lohit Petikam Julien P. C. Valentin A. Onken Oisin Mac Aodha 3DH 121 1 0 06 Jun 2024
Single Exposure Quantitative Phase Imaging with a Conventional Microscope using Diffusion Models Gabriel della Maggiora L. Croquevielle Harry Horsley Thomas Heinis Artur Yakimovich MedIm 70 1 0 06 Jun 2024
Shaping History: Advanced Machine Learning Techniques for the Analysis and Dating of Cuneiform Tablets over Three Millennia Danielle Kapon Michael Fire S. Gordin 127 1 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 121 8 0 06 Jun 2024
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits Minzhou Pan Yi Zeng Xue Lin Ning Yu Cho-Jui Hsieh Peter Henderson Ruoxi Jia WIGM 140 4 0 06 Jun 2024
Pi-fusion: Physics-informed diffusion model for learning fluid dynamics Jing Qiu Jiancheng Huang Xiangdong Zhang Zeng Lin Minglei Pan Zengding Liu F. Miao AI4CE 93 4 0 06 Jun 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang Ting Li Jian Huang DiffM 106 1 0 06 Jun 2024
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors Axel Levy E. R. Chan Sara Fridovich-Keil Frédéric Poitevin Ellen D. Zhong Gordon Wetzstein DiffM 176 8 0 06 Jun 2024
Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models Lucas Berry Axel Brando David Meger 111 7 0 05 Jun 2024
Searching Priors Makes Text-to-Video Synthesis Better Haoran Cheng Liang Peng Linxuan Xia Yuepeng Hu Hengjia Li Qinglin Lu Xiaofei He Boxi Wu VGen DiffM 57 0 0 05 Jun 2024
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework Eliraz Orfaig Inna Stainvas Igal Bilik 68 0 0 05 Jun 2024
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis Juanhua Zhang Ruodan Yan Alessandro Perelli Xi Chen Chao Li MedIm DiffM 146 6 0 05 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 123 18 0 05 Jun 2024
Inv-Adapter: ID Customization Generation via Image Inversion and Lightweight Adapter Peng-Fei Xing Ning Wang Jianbo Ouyang Zechao Li DiffM 83 1 0 05 Jun 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 157 0 0 04 Jun 2024
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller Min Cai Yuchen Zhang Shichang Zhang Fan Yin Difan Zou Yisong Yue Ziniu Hu 106 1 0 04 Jun 2024
Dreamguider: Improved Training free Diffusion-based Conditional Generation Nithin Gopalakrishnan Nair Vishal M. Patel 97 3 0 04 Jun 2024
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation Cong Wang Kuan Tian Jun Zhang Yonghang Guan Feng Luo Fei Shen Zhiwei Jiang Qing Gu Xiao Han Wei Yang 131 45 0 04 Jun 2024
Guiding a Diffusion Model with a Bad Version of Itself Tero Karras M. Aittala Tuomas Kynkaanniemi J. Lehtinen Timo Aila S. Laine 129 90 0 04 Jun 2024
Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion Colin Hansen Simas Glinskis Ashwin Raju Micha Kornreich JinHyeong Park Jayashri Pawar Richard Herzog Li Zhang Benjamin Odry MedIm DiffM 91 4 0 04 Jun 2024
Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models Reza Babaei Samuel Cheng Theresa Thai Shangqing Zhao MedIm DiffM 100 4 0 04 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 128 15 0 04 Jun 2024