Improved Denoising Diffusion Probabilistic Models

18 February 2021

Papers citing "Improved Denoising Diffusion Probabilistic Models"

50 / 2,331 papers shown

Title
Universal Generative Modeling in Dual-domain for Dynamic MR Imaging Chuanming Yu Yu Guan Ziwen Ke Dong Liang Qiegen Liu DiffM MedIm 33 0 0 15 Dec 2022
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors Kangfu Mei Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 23 7 0 14 Dec 2022
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 29 69 0 13 Dec 2022
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping Qinghe Wang Lijie Liu Miao Hua Pengfei Zhu W. Zuo Qinghua Hu Huchuan Lu Bing Cao DiffM 13 8 0 13 Dec 2022
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance Dohyun Kwon Ying Fan Kangwook Lee DiffM 12 49 0 13 Dec 2022
Structure-Guided Image Completion with Image-level and Object-level Semantic Discriminators Haitian Zheng Zhe-nan Lin Jingwan Lu Scott D. Cohen Eli Shechtman ... Jianming Zhang Qing Liu Yuqian Zhou Sohrab Amirghodsi Jiebo Luo DiffM 20 1 0 13 Dec 2022
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 33 279 0 12 Dec 2022
Towards Practical Plug-and-Play Diffusion Models Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 27 16 0 12 Dec 2022
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation Yen-Chi Cheng Hsin-Ying Lee Sergey Tulyakov A. Schwing Liangyan Gui DiffM 19 244 0 08 Dec 2022
ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes DiffM 21 19 0 06 Dec 2022
Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis Yuchao Gu Xintao Wang Yixiao Ge Ying Shan Xiaohu Qie Mike Zheng Shou DiffM 24 20 0 06 Dec 2022
Denoising diffusion probabilistic models for probabilistic energy forecasting Esteban Hernandez Capel Jonathan Dumas DiffM 11 15 0 06 Dec 2022
M-VADER: A Model for Diffusion with Multimodal Context Samuel Weinbach Marco Bellagente C. Eichenberg Andrew M. Dai R. Baldock Souradeep Nanda Bjorn Deiseroth Koen Oostermeijer H. Teufel Andres Felipe Cruz Salinas DiffM 27 11 0 06 Dec 2022
Pretrained Diffusion Models for Unified Human Motion Synthesis Jianxin Ma Shuai Bai Chang Zhou DiffM VGen AI4CE 21 31 0 06 Dec 2022
Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding Gyeongman Kim Hajin Shim Hyunsung Kim Yunjey Choi Junho Kim Eunho Yang DiffM VGen 26 30 0 06 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 38 13 0 05 Dec 2022
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation Han Huang Leilei Sun Bowen Du Yanjie Fu Weifeng Lv DiffM 24 42 0 04 Dec 2022
Fast Point Cloud Generation with Straight Flows Lemeng Wu Dilin Wang Chengyue Gong Xingchao Liu Yunyang Xiong Rakesh Ranjan Raghuraman Krishnamoorthi Vikas Chandra Qiang Liu 40 40 0 04 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 32 185 0 02 Dec 2022
Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion Benedikt Kolbeinsson K. Mikolajczyk DiffM 19 13 0 01 Dec 2022
Why Are Conditional Generative Models Better Than Unconditional Ones? Fan Bao Chongxuan Li Jiacheng Sun Jun Zhu DiffM 20 20 0 01 Dec 2022
VIDM: Video Implicit Diffusion Models Kangfu Mei Vishal M. Patel DiffM VGen 22 78 0 01 Dec 2022
DiffPose: Toward More Reliable 3D Pose Estimation Jia Gong Lin Geng Foo Zhipeng Fan Qiuhong Ke Hossein Rahmani J. Liu DiffM 25 115 0 30 Nov 2022
Score-based Continuous-time Discrete Diffusion Models Haoran Sun Lijun Yu Bo Dai Dale Schuurmans H. Dai DiffM 16 69 0 30 Nov 2022
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 19 232 0 30 Nov 2022
SinDDM: A Single Image Denoising Diffusion Model Vladimir Kulikov Shahar Yadin Matan Kleiner T. Michaeli DiffM 16 76 0 29 Nov 2022
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models Karl Holmquist Bastian Wandt DiffM 12 63 0 29 Nov 2022
Dimensionality-Varying Diffusion Process Han Zhang Ruili Feng Zhantao Yang Lianghua Huang Yu Liu Yifei Zhang Yujun Shen Deli Zhao Jingren Zhou Fan Cheng DiffM 19 10 0 29 Nov 2022
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models Dongjun Kim Yeongmin Kim Se Jung Kwon Wanmo Kang Il-Chul Moon DiffM 33 84 0 28 Nov 2022
Post-training Quantization on Diffusion Models Yuzhang Shang Zhihang Yuan Bin Xie Bingzhe Wu Yan Yan DiffM MQ 15 156 0 28 Nov 2022
Is Conditional Generative Modeling all you need for Decision-Making? Anurag Ajay Yilun Du Abhi Gupta J. Tenenbaum Tommi Jaakkola Pulkit Agrawal DiffM 34 359 0 28 Nov 2022
Continuous diffusion for categorical data Sander Dieleman Laurent Sartran Arman Roshannai Nikolay Savinov Yaroslav Ganin ... Conor Durkan Curtis Hawthorne Rémi Leblond Will Grathwohl J. Adler DiffM 16 98 0 28 Nov 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He Tianxiang Sun Kuan-Chieh Jackson Wang Xuanjing Huang Xipeng Qiu DiffM VLM 22 113 0 28 Nov 2022
Diffusion Probabilistic Model Made Slim Xingyi Yang Daquan Zhou Jiashi Feng Xinchao Wang DiffM 25 100 0 27 Nov 2022
Unified Discrete Diffusion for Simultaneous Vision-Language Generation Minghui Hu Chuanxia Zheng Heliang Zheng Tat-Jen Cham Chaoyue Wang Zuopeng Yang Dacheng Tao Ponnuthurai Nagaratnam Suganthan DiffM 18 23 0 27 Nov 2022
Traditional Classification Neural Networks are Good Generators: They are Competitive with DDPMs and GANs Guangrun Wang Philip H. S. Torr 26 8 0 27 Nov 2022
SpaText: Spatio-Textual Representation for Controllable Image Generation Omri Avrahami Thomas Hayes Oran Gafni Sonal Gupta Yaniv Taigman Devi Parikh Dani Lischinski Ohad Fried Xiaoyue Yin DiffM 32 203 0 25 Nov 2022
Latent Space Diffusion Models of Cryo-EM Structures Karsten Kreis Tim Dockhorn Zihao Li Ellen D. Zhong DiffM 24 15 0 25 Nov 2022
PuzzleFusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving Sepidehsadat Hosseini M. Shabani Saghar Irandoust Yasutaka Furukawa DiffM 22 12 0 24 Nov 2022
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions Gene Chou Yuval Bahat Felix Heide DiffM 27 111 0 24 Nov 2022
HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising M. Shabani Sepidehsadat Hosseini Yasutaka Furukawa DiffM 21 58 0 23 Nov 2022
Latent Video Diffusion Models for High-Fidelity Long Video Generation Yin-Yin He Tianyu Yang Yong Zhang Ying Shan Qifeng Chen DiffM VGen 16 202 0 23 Nov 2022
Person Image Synthesis via Denoising Diffusion Model A. Bhunia Salman Khan Hisham Cholakkal Rao Muhammad Anwer Jorma T. Laaksonen M. Shah F. Khan DiffM 11 107 0 22 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 12 49 0 22 Nov 2022
Can denoising diffusion probabilistic models generate realistic astrophysical fields? N. Mudur D. Finkbeiner DiffM 16 15 0 22 Nov 2022
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction Jiaming Liu Rushil Anirudh Jayaraman J. Thiagarajan Stewart He K. A. Mohan Ulugbek S. Kamilov Hyojin Kim MedIm DiffM 24 57 0 22 Nov 2022
Accelerating Diffusion Sampling with Classifier-based Feature Distillation Wujie Sun Defang Chen Can Wang Deshi Ye Yan Feng Chun-Yen Chen 19 16 0 22 Nov 2022
SinFusion: Training Diffusion Models on a Single Image or Video Yaniv Nikankin Niv Haim Michal Irani VGen 24 68 0 21 Nov 2022
Diffusion Denoising Process for Perceptron Bias in Out-of-distribution Detection Luping Liu Yi Ren Xize Cheng Rongjie Huang Chongxuan Li Zhou Zhao 21 7 0 21 Nov 2022
DiffBP: Generative Diffusion of 3D Molecules for Target Protein Binding Haitao Lin Yufei Huang Odin Zhang Siqi Ma Meng Liu X. Li Lirong Wu Shuiwang Ji Tingjun Hou Stan Z. Li DiffM 16 60 0 21 Nov 2022