Variational Diffusion Models

1 July 2021

Papers citing "Variational Diffusion Models"

50 / 769 papers shown

Title
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 24 76 0 13 Apr 2023
PATMAT: Person Aware Tuning of Mask-Aware Transformer for Face Inpainting Saman Motamed Jianjin Xu Chenhuan Wu Fernando De la Torre DiffM 18 3 0 12 Apr 2023
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Ning Chen Jun Yue Leyuan Fang Shaobo Xia DiffM 17 56 0 12 Apr 2023
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond Mohammadreza Armandpour A. Sadeghian Huangjie Zheng Amir Sadeghian Mingyuan Zhou DiffM 13 123 0 11 Apr 2023
Reflected Diffusion Models Aaron Lou Stefano Ermon 19 49 0 10 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 27 176 0 03 Apr 2023
Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models Wen Wang Yan Jiang K. Xie Zide Liu Hao Chen Yue Cao Xinlong Wang Chunhua Shen DiffM VGen 24 112 0 30 Mar 2023
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models Konstantina Nikolaidou George Retsinas Vincent Christlein Mathias Seuret Giorgos Sfikas Elisa Barney Smith Hamam Mokayed Marcus Liwicki DiffM 16 16 0 29 Mar 2023
Text-to-Image Diffusion Models are Zero-Shot Classifiers Kevin Clark P. Jaini DiffM VLM 22 106 0 27 Mar 2023
PDPP: Projected Diffusion for Procedure Planning in Instructional Videos Hanlin Wang Yilu Wu Sheng Guo Limin Wang VGen DiffM 63 30 0 26 Mar 2023
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer Shanghua Gao Pan Zhou Mingg-Ming Cheng Shuicheng Yan DiffM 137 155 0 25 Mar 2023
Pluralistic Aging Diffusion Autoencoder Peipei Li Rui Wang Huaibo Huang Ran He Zhaofeng He DiffM 17 15 0 20 Mar 2023
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Xia Hu 13 191 0 17 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-man Cheung Min-Bin Lin WIGM 19 114 0 17 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 26 195 0 16 Mar 2023
Automatic Geo-alignment of Artwork in Children's Story Books Jakub J Dylag V. Suarez James Wald Aneesha Amodini Uvara DiffM 36 0 0 16 Mar 2023
Generalised Scale-Space Properties for Probabilistic Diffusion Models Pascal Peter DiffM 24 1 0 14 Mar 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 199 148 0 12 Mar 2023
Ignorance is Bliss: Robust Control via Information Gating Manan Tomar Riashat Islam Matthew E. Taylor Sergey Levine Philip Bachman 39 9 0 10 Mar 2023
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation Yunguan Fu Yiwen Li Shaheer U. Saeed Matthew J. Clarkson Yipeng Hu DiffM MedIm 79 6 0 10 Mar 2023
GECCO: Geometrically-Conditioned Point Diffusion Models M. Tyszkiewicz Pascal Fua Eduard Trulls DiffM 18 21 0 10 Mar 2023
Diffusing Gaussian Mixtures for Generating Categorical Data Florence Regol Mark J. Coates DiffM 19 5 0 08 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 152 0 07 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 158 214 0 03 Mar 2023
A Complete Recipe for Diffusion Generative Models Kushagra Pandey Stephan Mandt DiffM 41 8 0 03 Mar 2023
Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation Diederik P. Kingma Ruiqi Gao DiffM 13 123 0 01 Mar 2023
Continuous-Time Functional Diffusion Processes Giulio Franzese Dario Rossi Simone Rossi Markus Heinonen Maurizio Filippone Pietro Michiardi 29 24 0 01 Mar 2023
On Calibrating Diffusion Probabilistic Models Tianyu Pang Cheng Lu Chao Du Min-Bin Lin Shuicheng Yan Zhijie Deng DiffM 25 2 0 21 Feb 2023
Discouraging posterior collapse in hierarchical Variational Autoencoders using context Anna Kuzina Jakub M. Tomczak BDL DRL 18 1 0 20 Feb 2023
Restoration based Generative Models Jaemoo Choi Yesom Park Myung-joo Kang DiffM AI4CE 28 5 0 20 Feb 2023
Modelos Generativos basados en Mecanismos de Difusión J. D. L. Torre DiffM 15 0 0 18 Feb 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 25 42 0 17 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 9 23 0 16 Feb 2023
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization Zhiqing Sun Yiming Yang DiffM 28 117 0 16 Feb 2023
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits Xuejie Liu Anji Liu Guy Van den Broeck Yitao Liang TPM 22 12 0 16 Feb 2023
Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy Derui Zhu Dingfan Chen Jens Grossklags Mario Fritz DiffM 14 14 0 15 Feb 2023
Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions Raghav Singhal Mark Goldstein Rajesh Ranganath DiffM 22 21 0 14 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 46 22 0 13 Feb 2023
Preconditioned Score-based Generative Models He Ma Xiatian Zhu Xiatian Zhu Jianfeng Feng DiffM 30 4 0 13 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 16 3,867 1 10 Feb 2023
Star-Shaped Denoising Diffusion Probabilistic Models Andrey Okhotin Dmitry Molchanov V. Arkhipkin Grigory Bartosh Viktor Ohanesian Aibek Alanov Dmitry Vetrov DiffM 32 12 0 10 Feb 2023
UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models Wenliang Zhao Lujia Bai Yongming Rao Jie Zhou Jiwen Lu DiffM 16 198 0 09 Feb 2023
Better Diffusion Models Further Improve Adversarial Training Zekai Wang Tianyu Pang Chao Du Min-Bin Lin Weiwei Liu Shuicheng Yan DiffM 14 207 0 09 Feb 2023
ERNIE-Music: Text-to-Waveform Music Generation with Diffusion Models Peng Fei Zhu Chao Pang Yekun Chai Lei Li Shuohuan Wang Yu Sun Hao Tian Hua-Hong Wu DiffM 11 20 0 09 Feb 2023
Geometry of Score Based Generative Models S. Ghimire Jinyang Liu Armand Comas Massague Davin Hill A. Masoomi Octavia Camps Jennifer Dy DiffM 28 8 0 09 Feb 2023
Geometry-Complete Diffusion for 3D Molecule Generation and Optimization Alex Morehead Jianlin Cheng DiffM 14 22 0 08 Feb 2023
Information-Theoretic Diffusion Xianghao Kong Rob Brekelmans Greg Ver Steeg DiffM 14 14 0 07 Feb 2023
Graph Generation with Diffusion Mixture Jaehyeong Jo Dongki Kim Sung Ju Hwang DiffM 24 19 0 07 Feb 2023
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval Kexun Zhang Xianjun Yang William Yang Wang Lei Li DiffM 37 8 0 05 Feb 2023
Divide and Compose with Score Based Generative Models S. Ghimire Armand Comas Davin Hill A. Masoomi Octavia Camps Jennifer Dy DiffM 22 0 0 05 Feb 2023