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Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 5,134 papers shown

Title
Effective Data Augmentation With Diffusion Models Brandon Trabucco Kyle Doherty Max Gurinas Ruslan Salakhutdinov DiffM VLM 116 257 0 07 Feb 2023
Spatial Functa: Scaling Functa to ImageNet Classification and Generation Matthias Bauer Emilien Dupont Andy Brock Dan Rosenbaum Jonathan Richard Schwarz Hyunjik Kim DiffM 128 41 0 06 Feb 2023
Zero-shot Image-to-Image Translation Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 124 454 0 06 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 109 30 0 06 Feb 2023
Mixture of Diffusers for scene composition and high resolution image generation Á. Jiménez DiffM 73 46 0 05 Feb 2023
Diffusion Model for Generative Image Denoising Yutong Xie Minne Yuan Bin Dong Quanzheng Li DiffM 69 33 0 05 Feb 2023
ShiftDDPMs: Exploring Conditional Diffusion Models by Shifting Diffusion Trajectories Zijian Zhang Zhou Zhao Jun Yu Qi Tian DiffM 45 14 0 05 Feb 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 46 0 0 05 Feb 2023
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval Kexun Zhang Xianjun Yang William Yang Wang Lei Li DiffM 118 10 0 05 Feb 2023
Divide and Compose with Score Based Generative Models S. Ghimire Armand Comas Davin Hill A. Masoomi Mario Sznaier Jennifer Dy DiffM 61 0 0 05 Feb 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 149 43 0 04 Feb 2023
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners Zhixuan Liang Yao Mu Mingyu Ding Fei Ni Masayoshi Tomizuka Ping Luo 168 111 0 03 Feb 2023
A Lipschitz Bandits Approach for Continuous Hyperparameter Optimization Yasong Feng Weijian Luo Yimin Huang Tianyu Wang 54 8 0 03 Feb 2023
Dreamix: Video Diffusion Models are General Video Editors Eyal Molad Eliahu Horwitz Dani Valevski Alex Rav-Acha Yossi Matias Yael Pritch Yaniv Leviathan Yedid Hoshen DiffM VGen 131 188 0 02 Feb 2023
Are Diffusion Models Vulnerable to Membership Inference Attacks? Jinhao Duan Fei Kong Shiqi Wang Xiaoshuang Shi Kaidi Xu 94 118 0 02 Feb 2023
A Theoretical Justification for Image Inpainting using Denoising Diffusion Probabilistic Models Litu Rout Advait Parulekar Constantine Caramanis Sanjay Shakkottai DiffM 87 58 0 02 Feb 2023
Improving and generalizing flow-based generative models with minibatch optimal transport Alexander Tong Kilian Fatras Nikolay Malkin G. Huguet Yanlei Zhang Jarrid Rector-Brooks Guy Wolf Yoshua Bengio OOD DiffM OT 132 308 0 01 Feb 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation Jingyu Hu Ka-Hei Hui Zhengzhe Liu Ruihui Li Chi-Wing Fu DiffM 82 17 0 01 Feb 2023
Salient Conditional Diffusion for Defending Against Backdoor Attacks Brandon B. May N. Joseph Tatro Dylan Walker Piyush Kumar N. Shnidman DiffM 66 8 0 31 Jan 2023
Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion Zihao Wang Yingyu Yang Maxime Sermesant H. Delingette Ona Wu DiffM MedIm 85 7 0 31 Jan 2023
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models Tao Yang Yuwang Wang Yan Lv Nanning Zh DiffM 144 24 0 31 Jan 2023
InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt Dongchao Yang Songxiang Liu Rongjie Huang Chao Weng Helen Meng DiffM VLM 89 102 0 31 Jan 2023
Transport with Support: Data-Conditional Diffusion Bridges Ella Tamir Martin Trapp Arno Solin DiffM OT 73 7 0 31 Jan 2023
Learning Data Representations with Joint Diffusion Models Kamil Deja Tomasz Trzciñski Jakub M. Tomczak DiffM 83 15 0 31 Jan 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 236 714 0 31 Jan 2023
Optimizing DDPM Sampling with Shortcut Fine-Tuning Ying Fan Kangwook Lee 113 60 0 31 Jan 2023
Extracting Training Data from Diffusion Models Nicholas Carlini Jamie Hayes Milad Nasr Matthew Jagielski Vikash Sehwag Florian Tramèr Borja Balle Daphne Ippolito Eric Wallace DiffM 147 620 0 30 Jan 2023
Shape-aware Text-driven Layered Video Editing Yao-Chih Lee Ji-Ze Jang Yi-Ting Chen Elizabeth Qiu Jia-Bin Huang VGen DiffM 87 54 0 30 Jan 2023
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis Ming Tao Bingkun Bao Hao Tang Changsheng Xu DiffM VLM 117 109 0 30 Jan 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration Naoki Murata Koichi Saito Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 144 54 0 30 Jan 2023
Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models Rongjie Huang Jia-Bin Huang Dongchao Yang Yi Ren Luping Liu Mingze Li Zhenhui Ye Jinglin Liu Xiaoyue Yin Zhou Zhao DiffM 238 344 0 30 Jan 2023
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models Haohe Liu Zehua Chen Yiitan Yuan Xinhao Mei Xubo Liu Danilo Mandic Wenwu Wang Mark D. Plumbley DiffM 177 509 0 29 Jan 2023
Generating Novel, Designable, and Diverse Protein Structures by Equivariantly Diffusing Oriented Residue Clouds Yeqing Lin Mohammed AlQuraishi DiffM AI4CE 75 77 0 29 Jan 2023
Don't Play Favorites: Minority Guidance for Diffusion Models Soo Bin Um Suhyeon Lee Jong Chul Ye DiffM 101 26 0 29 Jan 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 147 11 0 29 Jan 2023
SEGA: Instructing Text-to-Image Models using Semantic Guidance Manuel Brack Felix Friedrich Dominik Hintersdorf Lukas Struppek P. Schramowski Kristian Kersting DiffM VLM 44 0 0 28 Jan 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction Zuobai Zhang Minghao Xu A. Lozano Vijil Chenthamarakshan Payel Das Jian Tang DiffM 88 21 0 28 Jan 2023
Minimizing Trajectory Curvature of ODE-based Generative Models Sangyun Lee Beomsu Kim Jong Chul Ye 145 60 0 27 Jan 2023
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient Max Ryabinin Tim Dettmers Michael Diskin Alexander Borzunov MoE 111 38 0 27 Jan 2023
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? Victor Boutin Thomas Fel Lakshya Singhal Rishav Mukherji Akash Nagaraj Julien Colin Thomas Serre DiffM 72 6 0 27 Jan 2023
Input Perturbation Reduces Exposure Bias in Diffusion Models Mang Ning E. Sangineto Angelo Porrello Simone Calderara Rita Cucchiara DiffM 96 67 0 27 Jan 2023
A Denoising Diffusion Model for Fluid Field Prediction Gefan Yang Stefan Sommer DiffM AI4CE 78 28 0 27 Jan 2023
Accelerating Guided Diffusion Sampling with Splitting Numerical Methods Suttisak Wizadwongsa Supasorn Suwajanakorn DiffM 96 14 0 27 Jan 2023
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion Ching-Yi Cheng Forrest Huang Gang Li Yang Li DiffM 72 29 0 27 Jan 2023
Diffusion Denoising for Low-Dose-CT Model Runyi Li DiffM MedIm 38 0 0 27 Jan 2023
Text-To-4D Dynamic Scene Generation Uriel Singer Shelly Sheynin Adam Polyak Oron Ashual Iurii Makarov ... Naman Goyal Andrea Vedaldi Devi Parikh Justin Johnson Yaniv Taigman DiffM 105 156 0 26 Jan 2023
Simple diffusion: End-to-end diffusion for high resolution images Emiel Hoogeboom Jonathan Heek Tim Salimans 108 268 0 26 Jan 2023
On the Importance of Noise Scheduling for Diffusion Models Ting Chen DiffM 112 161 0 26 Jan 2023
Imitating Human Behaviour with Diffusion Models Tim Pearce Tabish Rashid Anssi Kanervisto David Bignell Mingfei Sun ... Sergio Valcarcel Macua Shan Zheng Tan Ida Momennejad Katja Hofmann Sam Devlin DiffM 132 222 0 25 Jan 2023
Solving Inverse Physics Problems with Score Matching Benjamin Holzschuh S. Vegetti Nils Thuerey DiffM 32 12 0 24 Jan 2023