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Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

Papers citing "Elucidating the Design Space of Diffusion-Based Generative Models"

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Title
CipherDM: Secure Three-Party Inference for Diffusion Model Sampling Xin Zhao Xiaojun Chen Xinyu Chen He Li Tingyu Fan Zhendong Zhao 88 1 0 09 Sep 2024
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors Yichuan Mo Hui Huang Mingjie Li Ang Li Yisen Wang AAML DiffM 89 16 0 09 Sep 2024
Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao Jiale Zha X. Zhou DiffM 75 3 0 07 Sep 2024
Plug-and-Hide: Provable and Adjustable Diffusion Generative Steganography Jiahao Zhu Zixuan Chen Lingxiao Yang Xiaohua Xie Yi Zhou DiffM 88 0 0 07 Sep 2024
EraseDraw: Learning to Insert Objects by Erasing Them from Images Alper Canberk Maksym Bondarenko Ege Ozguroglu Ruoshi Liu Carl Vondrick DiffM 117 2 0 31 Aug 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 148 1 0 30 Aug 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 97 3 0 29 Aug 2024
Self-Improving Diffusion Models with Synthetic Data Sina Alemohammad Ahmed Imtiaz Humayun S. Agarwal John Collomosse Richard G. Baraniuk 71 15 0 29 Aug 2024
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang Ling Yang Ziyue Li An Zhao Chenye Meng Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun 90 0 0 28 Aug 2024
GenRec: Unifying Video Generation and Recognition with Diffusion Models Zejia Weng Xitong Yang Zhen Xing Zuxuan Wu Yu-Gang Jiang VGen DiffM 106 7 0 27 Aug 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 93 6 0 27 Aug 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 124 17 0 27 Aug 2024
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets Sven Oehri Nikolas Ebert Ahmed Abdullah Didier Stricker Oliver Wasenmüller ViT 90 6 0 26 Aug 2024
Prompt-Softbox-Prompt: A free-text Embedding Control for Image Editing Yitong Yang Yinglin Wang Jing Wang Tian Zhang DiffM 88 1 0 24 Aug 2024
Atlas Gaussians Diffusion for 3D Generation Haitao Yang Yuan Dong Hanwen Jiang Dejia Xu Georgios Pavlakos Qixing Huang 3DGS 199 3 0 23 Aug 2024
Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 205 45 0 22 Aug 2024
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models Hojat Asgariandehkordi Sobhan Goudarzi Mostafa Sharifzadeh Adrian Basarab H. Rivaz MedIm DiffM 90 4 0 20 Aug 2024
Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling Jaideep Pathak Y. Cohen Piyush Garg Peter Harrington Noah D. Brenowitz ... Morteza Mardani Arash Vahdat Shaoming Xu K. Kashinath Michael Pritchard DiffM AI4Cl 113 11 0 20 Aug 2024
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data Tao Yang Yangming Shi Yunwen Huang Feng Chen Yin Zheng Lei Zhang DiffM VGen 95 0 0 19 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 125 2 0 19 Aug 2024
Unsupervised Composable Representations for Audio Giovanni Bindi P. Esling DiffM OCL CoGe 94 1 0 19 Aug 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 138 3 0 14 Aug 2024
Music2Latent: Consistency Autoencoders for Latent Audio Compression Marco Pasini Stefan Lattner George Fazekas 73 8 0 12 Aug 2024
Connective Viewpoints of Signal-to-Noise Diffusion Models Khanh Doan L. Vuong Tuan Nguyen Anh Tuan Bui Quyen Tran Thanh-Toan Do Dinh Q. Phung Trung Le DiffM 44 0 0 08 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 126 8 0 08 Aug 2024
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Van Phi Nguyen Tri Nhan Luong Ha Huy Hieu Pham Quoc Long Tran VGen DiffM MedIm 65 2 0 06 Aug 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 141 5 0 06 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 130 4 0 05 Aug 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 137 27 0 05 Aug 2024
PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance Aoming Liu Zhong Li Zhang Chen Nannan Li Yinghao Xu Bryan A. Plummer 97 7 0 04 Aug 2024
Adaptive Planning with Generative Models under Uncertainty Pascal Jutras-Dubé Ruqi Zhang Aniket Bera 79 2 0 02 Aug 2024
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention Mengkang Hu DiffM 127 10 0 01 Aug 2024
Combining audio control and style transfer using latent diffusion Andreas Maier Yuliya Burankova Anne Hartebrodt David B. Blumenthal DiffM 75 3 0 31 Jul 2024
Mitral Regurgitation Recogniton based on Unsupervised Out-of-Distribution Detection with Residual Diffusion Amplification Zhe Liu Xiliang Zhu Tong Han Yuhao Huang Jian Wang M. Werman Fang Wang Dong Ni Zhongshan Gou Xin Yang 97 0 0 31 Jul 2024
Learning Feature-Preserving Portrait Editing from Generated Pairs Bowei Chen Tiancheng Zhi Peihao Zhu Shen Sang Jing Liu Linjie Luo DiffM 105 0 0 29 Jul 2024
Specify and Edit: Overcoming Ambiguity in Text-Based Image Editing Ekaterina Iakovleva Fabio Pizzati Philip Torr Stéphane Lathuiliere DiffM 101 0 0 29 Jul 2024
Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory Xiaoyan Xing Vincent Tao Hu J. H. Metzen Konrad Groh Sezer Karaoglu Theo Gevers 89 4 0 29 Jul 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao MQ DiffM 126 0 0 28 Jul 2024
Inverse Problems with Diffusion Models: A MAP Estimation Perspective Sai Bharath Chandra Gutha Hossein Azizpour Ricardo Vinuesa DiffM 77 5 0 27 Jul 2024
Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models Dario Shariatian Umut Simsekli Alain Durmus DiffM 129 3 0 26 Jul 2024
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency Yiming Xie Chun-Han Yao Vikram S. Voleti Huaizu Jiang Varun Jampani VGen 161 47 0 24 Jul 2024
Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems Sojin Lee Dogyun Park Inho Kong Hyunwoo J. Kim DiffM 83 3 0 23 Jul 2024
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget Vikash Sehwag Xianghao Kong Jingtao Li Michael Spranger Lingjuan Lyu DiffM 95 11 0 22 Jul 2024
A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control Karim Kadry Shreya Gupta Jonas Sogbadji M. Schaap Kersten Petersen T. Mizukami Carlos Collet F. R. Nezami E. Edelman AI4CE 105 2 0 22 Jul 2024
Variational Potential Flow: A Novel Probabilistic Framework for Energy-Based Generative Modelling Junn Yong Loo Michelle Adeline Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan DiffM 83 0 0 21 Jul 2024
CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 81 0 0 20 Jul 2024
Diffusion Models as Data Mining Tools Ioannis Siglidis Aleksander Holynski Alexei A. Efros Mathieu Aubry Shiry Ginosar DiffM MedIm 95 3 0 20 Jul 2024
PointRegGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training Suyi Chen Hao Xu Haipeng Li Kunming Luo Guanghui Liu Chi-Wing Fu Ping Tan Shuaicheng Liu 3DPC 96 3 0 19 Jul 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 130 24 0 19 Jul 2024
SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow Yuanzhi Zhu Xingchao Liu Qiang Liu 90 10 0 17 Jul 2024