Improved Denoising Diffusion Probabilistic Models

International Conference on Machine Learning (ICML), 2021

18 February 2021

Alex Nichol

Prafulla Dhariwal

DiffM

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Papers citing "Improved Denoising Diffusion Probabilistic Models"

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SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image TranslationInternational Conference on Machine Learning (ICML), 2023 Shikun Sun Longhui Wei Junliang Xing Jia Jia Qi Tian DiffM 139 20 0 04 Aug 2023
On the Biometric Capacity of Generative Face Models Vishnu Boddeti Gautam Sreekumar Arun Ross CVBM 174 5 0 03 Aug 2023
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain ImagesIEEE Transactions on Medical Imaging (TMI), 2023 Alessandro Fontanella Grant Mair Joanna M. Wardlaw Emanuele Trucco Amos Storkey DiffM MedIm 229 35 0 03 Aug 2023
Synthesising Rare Cataract Surgery Samples with Guided Diffusion ModelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Yannik Frisch Moritz Fuchs Antoine Pierre Sanner F. A. Ucar Marius Frenzel Joana Wasielica-Poslednik A. Gericke F. Wagner Thomas Dratsch Anirban Mukhopadhyay MedIm DiffM 100 14 0 03 Aug 2023
ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior ConstraintsACM Transactions on Graphics (TOG), 2023 Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 204 21 0 03 Aug 2023
Reference-Free Isotropic 3D EM Reconstruction using Diffusion Models Kyung-Joong Lee Won-Ki Jeong DiffM 90 6 0 03 Aug 2023
Motion Planning Diffusion: Learning and Planning of Robot Motions with Diffusion ModelsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 João Carvalho An T. Le Mark Baierl Dorothea Koert Jan Peters DiffM 217 183 0 03 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image?Computer Vision and Image Understanding (CVIU), 2023 Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 272 10 0 02 Aug 2023
From Discrete Tokens to High-Fidelity Audio Using Multi-Band DiffusionNeural Information Processing Systems (NeurIPS), 2023 Robin San Roman Yossi Adi Antoine Deleforge Romain Serizel Gabriel Synnaeve Alexandre Défossez DiffM 210 36 0 02 Aug 2023
Patched Denoising Diffusion Models For High-Resolution Image SynthesisInternational Conference on Learning Representations (ICLR), 2023 Zheng Ding Mengqi Zhang Jiajun Wu Zhuowen Tu DiffM 196 50 0 02 Aug 2023
Diffusion Model for Camouflaged Object DetectionEuropean Conference on Artificial Intelligence (ECAI), 2023 Zhe Chen Rongrong Gao Tian-Zhu Xiang Fanzhao Lin DiffM 189 26 0 01 Aug 2023
DAVIS: High-Quality Audio-Visual Separation with Generative Diffusion ModelsAsian Conference on Computer Vision (ACCV), 2023 Chao Huang Susan Liang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 162 4 0 31 Jul 2023
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction Thomas Braure Delphine Lazaro David Hateau Vincent Brandon Kévin Ginsburger MedIm 245 1 0 31 Jul 2023
MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Baoquan Zhang Chuyao Luo Demin Yu Huiwei Lin Xutao Li Yunming Ye Bowen Zhang DiffM 427 70 0 31 Jul 2023
Don't be so negative! Score-based Generative Modeling with Oracle-assisted GuidanceInternational Conference on Machine Learning (ICML), 2023 Saeid Naderiparizi Xiaoxuan Liang Setareh Cohan Berend Zwartsenberg Frank Wood DiffM 234 6 0 31 Jul 2023
Crystal Structure Prediction by Joint Equivariant DiffusionNeural Information Processing Systems (NeurIPS), 2023 Rui Jiao Wen-bing Huang Peijia Lin Jiaqi Han Pin Chen Yutong Lu Yang Liu DiffM 318 127 0 30 Jul 2023
HD-Fusion: Detailed Text-to-3D Generation Leveraging Multiple Noise EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Jinbo Wu Xiaobo Gao Xing Liu Zhengyang Shen Chen Zhao Haocheng Feng Jingtuo Liu Errui Ding DiffM 171 30 0 30 Jul 2023
TransFusion: A Practical and Effective Transformer-based Diffusion Model for 3D Human Motion PredictionIEEE Robotics and Automation Letters (RA-L), 2023 Sibo Tian Minghui Zheng Xiao Liang DiffM 185 36 0 30 Jul 2023
Ultrasound Image Reconstruction with Denoising Diffusion Restoration Models Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus DiffM 162 18 0 29 Jul 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid SubjectsIEEE Access (IEEE Access), 2023 Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 184 3 0 29 Jul 2023
AbDiffuser: Full-Atom Generation of in vitro Functioning AntibodiesNeural Information Processing Systems (NeurIPS), 2023 Karolis Martinkus J. Ludwiczak Kyunghyun Cho Weishao Lian J. Lafrance-Vanasse ... A. Rajpal Yongpeng Wu Richard Bonneau Vladimir Gligorijević Andreas Loukas DiffM 255 63 0 28 Jul 2023
Generative AI for Medical Imaging: extending the MONAI Framework W. H. Pinaya M. Graham E. Kerfoot Petru-Daniel Tudosiu J. Dafflon ... Andrew Feng Marc Modat P. Nachev Sebastien Ourselin M. Jorge Cardoso SyDa MedIm 224 103 0 27 Jul 2023
TEDi: Temporally-Entangled Diffusion for Long-Term Motion SynthesisInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Zihan Zhang Richard Liu Kfir Aberman Rana Hanocka DiffM 195 41 0 27 Jul 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement Tao Wang Kaihao Zhang Ziqian Shao Tong Lu B. Stenger Tae-Kyun Kim Wei Liu Hongdong Li DiffM 190 28 0 27 Jul 2023
Spatial-Frequency U-Net for Denoising Diffusion Probabilistic Models Xin Yuan Linjie Li Jianfeng Wang Zhengyuan Yang Kevin Qinghong Lin Zicheng Liu Lijuan Wang DiffM 217 8 0 27 Jul 2023
Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level BehaviorNeural Information Processing Systems (NeurIPS), 2023 Adam Block Ali Jadbabaie Daniel Pfrommer Max Simchowitz Russ Tedrake DiffM 419 35 0 27 Jul 2023
Pre-Training with Diffusion models for Dental Radiography segmentation Jérémy Rousseau C. Alaka E. Covili H. Mayard L. Misrachi Willy Au DiffM MedIm AI4CE 211 7 0 26 Jul 2023
MCMC-Correction of Score-Based Diffusion Models for Model Composition Anders Sjöberg Jakob Lindqvist Magnus Önnheim Mats Jirstrand Lennart Svensson DiffM 204 4 0 26 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-Man Cheung MedIm VLM 289 28 0 26 Jul 2023
Benchmarking and Analyzing Generative Data for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yue Liu Haotian Liu Liangyu Chen Yong Jae Lee Xuefei Liu Yu Qiao VLM EGVM 199 5 0 25 Jul 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian GeometryNeural Information Processing Systems (NeurIPS), 2023 Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 417 108 0 24 Jul 2023
TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with TransformersMachine Learning with Applications (MLWA), 2023 Md Fahim Sikder R. Ramachandranpillai Fredrik Heintz DiffM 213 20 0 24 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual ShiftingNeural Information Processing Systems (NeurIPS), 2023 Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 447 382 0 23 Jul 2023
InFusion: Inject and Attention Fusion for Multi Concept Zero-Shot Text-based Video Editing Anant Khandelwal DiffM VGen 275 19 0 22 Jul 2023
PartDiff: Image Super-resolution with Partial Diffusion Models Kai Zhao A. Hung Kai-Lin Pang Haoxin Zheng Kyunghyun Sung DiffM MedIm 116 6 0 21 Jul 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuningInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Jiancang Ma Junhao Liang Chen Chen H. Lu 281 190 0 21 Jul 2023
DPM-OT: A New Diffusion Probabilistic Model Based on Optimal TransportIEEE International Conference on Computer Vision (ICCV), 2023 Zezeng Li Shenghao Li Zhanpeng Wang Na Lei Zhongxuan Luo Xianfeng Gu OT DiffM 137 21 0 21 Jul 2023
SimCol3D -- 3D Reconstruction during Colonoscopy Challenge A. Rau Sophia Bano Yueming Jin P. Azagra Javier Morlana ... Mobarakol Islam Hongliang Ren Laurence B. Lovat José M.M. Montiel Danail Stoyanov 121 22 0 20 Jul 2023
OBJECT 3DIT: Language-guided 3D-aware Image EditingNeural Information Processing Systems (NeurIPS), 2023 Oscar Michel Anand Bhattad Eli VanderBilt Ranjay Krishna Aniruddha Kembhavi Tanmay Gupta DiffM 152 55 0 20 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence ArtifactsInternational Conference on Learning Representations (ICLR), 2023 Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 258 2 0 20 Jul 2023
Divide & Bind Your Attention for Improved Generative Semantic NursingBritish Machine Vision Conference (BMVC), 2023 Yumeng Li Margret Keuper Dan Zhang Anna Khoreva DiffM 297 75 0 20 Jul 2023
TokenFlow: Consistent Diffusion Features for Consistent Video EditingInternational Conference on Learning Representations (ICLR), 2023 Michal Geyer Omer Bar-Tal Shai Bagon Tali Dekel VGen DiffM 404 368 0 19 Jul 2023
Text2Layer: Layered Image Generation using Latent Diffusion Model Xinyang Zhang Wentian Zhao Xin Lu J. Chien DiffM 173 25 0 19 Jul 2023
Generative Prompt Model for Weakly Supervised Object LocalizationIEEE International Conference on Computer Vision (ICCV), 2023 Yuzhong Zhao QiXiang Ye Weijia Wu Chunhua Shen Fang Wan WSOL VLM DiffM 225 40 0 19 Jul 2023
Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO) O. Ovadia Vivek Oommen Adar Kahana Ahmad Peyvan Eli Turkel George Karniadakis AI4CE 182 19 0 18 Jul 2023
Diffusion Models Beat GANs on Image Classification Soumik Mukhopadhyay M. Gwilliam Vatsal Agarwal Namitha Padmanabhan A. Swaminathan Srinidhi Hegde Wanrong Zhu Abhinav Shrivastava DiffM 253 65 1 17 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 339 107 0 17 Jul 2023
Synthetic Lagrangian Turbulence by Generative Diffusion Models Tianyi Li Luca Biferale F. Bonaccorso M. A. Scarpolini M. Buzzicotti DiffM 237 60 0 17 Jul 2023
Zero-Shot Image Harmonization with Generative Model PriorIEEE transactions on multimedia (IEEE TMM), 2023 Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 287 8 0 17 Jul 2023
Image Captions are Natural Prompts for Text-to-Image ModelsInternational Journal of Computer Vision (IJCV), 2023 Shiye Lei Hao Chen Senyang Zhang Bo Zhao Dacheng Tao VLM 400 23 0 17 Jul 2023