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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
Diffusion-Based Environment-Aware Trajectory Prediction Theodor Westny Björn Olofsson Erik Frisk 97 12 0 18 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 96 5 0 18 Mar 2024
Understanding Diffusion Models by Feynman's Path Integral Yuji Hirono A. Tanaka Kenji Fukushima DiffM 83 6 0 17 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 89 15 0 16 Mar 2024
Efficient Diffusion-Driven Corruption Editor for Test-Time Adaptation Yeongtak Oh Jonghyun Lee Jooyoung Choi Dahuin Jung Uiwon Hwang Sungroh Yoon TTA DiffM 82 5 0 16 Mar 2024
Revisiting Adversarial Training under Long-Tailed Distributions Xinli Yue Ningping Mou Qian Wang Lingchen Zhao AAML 109 7 0 15 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 188 6 0 15 Mar 2024
Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon Tianshuo Xu Peng Mi Ruilin Wang Yingcong Chen DiffM 164 6 0 14 Mar 2024
Desigen: A Pipeline for Controllable Design Template Generation Haohan Weng Danqing Huang Yu Qiao Zheng Hu Chin-Yew Lin Tong Zhang Chong Chen DiffM 72 17 0 14 Mar 2024
Envision3D: One Image to 3D with Anchor Views Interpolation Yatian Pang Tanghui Jia Yujun Shi Zhenyu Tang Junwu Zhang Xinhua Cheng Xing Zhou Francis E. H. Tay Li-xin Yuan 109 11 0 13 Mar 2024
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation PengFei Zheng Yonggang Zhang Zhen Fang Tongliang Liu Defu Lian Bo Han DiffM 93 8 0 13 Mar 2024
Towards Dense and Accurate Radar Perception Via Efficient Cross-Modal Diffusion Model Ruibin Zhang Donglai Xue Yuhan Wang Ruixu Geng Fei Gao 98 7 0 13 Mar 2024
Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models Pengze Zhang Hubery Yin Chen Li Xiaohua Xie 113 9 0 13 Mar 2024
Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution Modeling Haoqing Li Jinfu Yang Yifei Xu Runshi Wang 61 1 0 13 Mar 2024
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data Asad Aali Giannis Daras Brett Levac Sidharth Kumar Alexandros G. Dimakis Jonathan I. Tamir MedIm 143 18 0 13 Mar 2024
Quantifying and Mitigating Privacy Risks for Tabular Generative Models Chaoyi Zhu Jiayi Tang Hans Brouwer Juan F. Pérez Marten van Dijk Lydia Y. Chen 101 5 0 12 Mar 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 121 24 0 12 Mar 2024
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction Qing Xiao Siyeop Yoon Hui Ren Matthew Tivnan Lichao Sun Quanzheng Li Tianming Liu Yu Zhang Xiang Li DiffM 30 0 0 11 Mar 2024
DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation Guosheng Zhao Xiaofeng Wang Zheng Zhu Xinze Chen Guan Huang Xiaoyi Bao Xingang Wang VGen 72 80 0 11 Mar 2024
Multistep Consistency Models Jonathan Heek Emiel Hoogeboom Tim Salimans 72 37 0 11 Mar 2024
V3D: Video Diffusion Models are Effective 3D Generators Zilong Chen Yikai Wang Feng Wang Zhengyi Wang Huaping Liu VGen 128 68 0 11 Mar 2024
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning Hamid Mozaffari Sunav Choudhary Amir Houmansadr 79 2 0 10 Mar 2024
DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation Xiaobin Hu Xu Peng Donghao Luo Xiaozhong Ji Jinlong Peng Zhengkai Jiang Jiangning Zhang Taisong Jin Chengjie Wang Rongrong Ji DiffM 96 6 0 10 Mar 2024
Decoupled Data Consistency with Diffusion Purification for Image Restoration Xiang Li Soo Min Kwon Ismail Alkhouri S. Ravishankar Qing Qu DiffM 139 0 0 10 Mar 2024
An Audio-textual Diffusion Model For Converting Speech Signals Into Ultrasound Tongue Imaging Data Yudong Yang Rongfeng Su Xiaokang Liu Nan Yan Lan Wang MedIm DiffM 60 1 0 09 Mar 2024
Face2Diffusion for Fast and Editable Face Personalization Kaede Shiohara Toshihiko Yamasaki DiffM 70 12 0 08 Mar 2024
Improving Diffusion-Based Generative Models via Approximated Optimal Transport Daegyu Kim Jooyoung Choi Chaehun Shin Uiwon Hwang Sungroh Yoon OT 66 2 0 08 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 338 1,410 0 05 Mar 2024
Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning P. Hess Michael Aich Baoxiang Pan Niklas Boers AI4Cl 120 2 0 05 Mar 2024
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control Xuweiyi Chen Tian Xia Sihan Xu VGen DiffM 105 8 0 04 Mar 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Lean Fu 118 12 0 04 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 127 9 0 03 Mar 2024
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models Neta Shaul Uriel Singer Ricky T. Q. Chen Matt Le Ali K. Thabet Albert Pumarola Y. Lipman DiffM 82 4 0 02 Mar 2024
Training Unbiased Diffusion Models From Biased Dataset Yeongmin Kim Byeonghu Na Minsang Park Joonho Jang Dongjun Kim Wanmo Kang Il-Chul Moon 80 24 0 02 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 84 3 0 01 Mar 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models Zhekai Zhang Tianle Cai Jiaxin Cao Qinsheng Zhang Han Cai Junjie Bai Yangqing Jia Ming-Yu Liu Kai Li Song Han DiffM 140 54 0 29 Feb 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 127 30 0 29 Feb 2024
Structure Preserving Diffusion Models Haoye Lu S. Szabados Yaoliang Yu DiffM 103 3 0 29 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 301 22 0 28 Feb 2024
Structure-Guided Adversarial Training of Diffusion Models Ling Yang Haotian Qian Zhilong Zhang Jingwei Liu Tengjiao Wang 106 12 0 27 Feb 2024
Label-Noise Robust Diffusion Models Byeonghu Na Yeongmin Kim Heesun Bae Jung Hyun Lee Seho Kwon Wanmo Kang Il-Chul Moon NoLa DiffM 121 8 0 27 Feb 2024
Accelerating Diffusion Sampling with Optimized Time Steps Shuchen Xue Zhaoqiang Liu Fei Chen Shifeng Zhang Tianyang Hu Enze Xie Zhenguo Li DiffM 149 29 0 27 Feb 2024
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue Alicia Durrer P. Cattin J. Wolleb MedIm 60 4 0 27 Feb 2024
Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation Daiqing Li Aleks Kamko Ehsan Akhgari Ali Sabet Linmiao Xu Suhail Doshi 99 110 0 27 Feb 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Yixin Liu Kai Zhang Yuan Li Zhiling Yan Chujie Gao ... Yue Huang Hanchi Sun Jianfeng Gao Lifang He Lichao Sun VLM VGen EGVM 197 300 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 287 103 0 27 Feb 2024
Contextualized Diffusion Models for Text-Guided Image and Video Generation Ling Yang Zhilong Zhang Zhaochen Yu Jingwei Liu Minkai Xu Stefano Ermon Tengjiao Wang 92 4 0 26 Feb 2024
Graph Diffusion Policy Optimization Yijing Liu Chao Du Tianyu Pang Chongxuan Li Wei Chen Min Lin 88 7 0 26 Feb 2024
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling Jiajun Ma Shuchen Xue Tianyang Hu Wei Cao Zhaoqiang Liu Zhenguo Li Zhi-Ming Ma Kenji Kawaguchi 87 6 0 23 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 136 62 0 22 Feb 2024