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Variational Diffusion Models

1 July 2021

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Papers citing "Variational Diffusion Models"

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Title
ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech Ze Chen Yihan Wu Yichong Leng Jiawei Chen Haohe Liu ... Ke Wang Lei He Sheng Zhao Jiang Bian Danilo Mandic DiffM 172 26 0 30 Dec 2022
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic ModelsNeural Information Processing Systems (NeurIPS), 2022 Zijian Zhang Zhou Zhao Zhijie Lin DiffM 307 67 0 26 Dec 2022
Your diffusion model secretly knows the dimension of the data manifold Jan Stanczuk Georgios Batzolis Teo Deveney Carola-Bibiane Schönlieb DiffM 204 35 0 23 Dec 2022
Scalable Adaptive Computation for Iterative GenerationInternational Conference on Machine Learning (ICML), 2022 Allan Jabri David Fleet Ting-Li Chen DiffM 176 149 0 22 Dec 2022
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and DereverberationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 395 156 0 22 Dec 2022
Latent Diffusion for Language GenerationNeural Information Processing Systems (NeurIPS), 2022 Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 211 106 0 19 Dec 2022
Speed up the inference of diffusion models via shortcut MCMC sampling Gang Chen DiffM 68 2 0 18 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe Lin Yang Zhang Shiyu Chang DiffM CoGe 231 119 0 16 Dec 2022
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image GenerationInformation Processing in Medical Imaging (IPMI), 2022 Jee Seok Yoon Chenghao Zhang Heung-Il Suk Jia Guo Xiaoxia Li DiffM MedIm 202 61 0 16 Dec 2022
Towards Practical Plug-and-Play Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Hyojun Go Yunsung Lee Jin-Young Kim Seunghyun Lee Myeongho Jeong Hyun Seung Lee Seungtaek Choi DiffM 230 21 0 12 Dec 2022
How to Backdoor Diffusion Models?Computer Vision and Pattern Recognition (CVPR), 2022 Sheng-Yen Chou Pin-Yu Chen Tsung-Yi Ho DiffM SILM 381 113 0 11 Dec 2022
Executing your Commands via Motion Diffusion in Latent SpaceComputer Vision and Pattern Recognition (CVPR), 2022 Xin Chen Biao Jiang Wen Liu Zilong Huang Bin-Bin Fu Tao Chen Jingyi Yu Gang Yu VGen DiffM 377 498 0 08 Dec 2022
Semantic-Conditional Diffusion Networks for Image CaptioningComputer Vision and Pattern Recognition (CVPR), 2022 Jianjie Luo Yehao Li Yingwei Pan Ting Yao Jianlin Feng Hongyang Chao Tao Mei DiffM 185 108 0 06 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Jeongjun Choi D. Shim H. J. Kim 215 40 0 06 Dec 2022
PhysDiff: Physics-Guided Human Motion Diffusion ModelIEEE International Conference on Computer Vision (ICCV), 2022 Ye Yuan Jiaming Song Umar Iqbal Arash Vahdat Jan Kautz VGen DiffM 475 345 0 05 Dec 2022
Multiscale Structure Guided Diffusion for Image DeblurringIEEE International Conference on Computer Vision (ICCV), 2022 Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 203 89 0 04 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 481 629 0 01 Dec 2022
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° ViewsComputer Vision and Pattern Recognition (CVPR), 2022 Dejia Xu Lezhi Li Peihao Wang Zhiwen Fan Yi Wang Zinan Lin DiffM 170 163 0 29 Nov 2022
Wavelet Diffusion Models are fast and scalable Image GeneratorsComputer Vision and Pattern Recognition (CVPR), 2022 Hao Phung Quan Dao Anh Tran DiffM 177 146 0 29 Nov 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic TracesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 T. D. Nguyen Shengbang Fang Matthew C. Stamm 195 14 0 28 Nov 2022
Refining Generative Process with Discriminator Guidance in Score-based Diffusion ModelsInternational Conference on Machine Learning (ICML), 2022 Dongjun Kim Yeongmin Kim Se Jung Kwon Wanmo Kang Il-Chul Moon DiffM 392 101 0 28 Nov 2022
Is Conditional Generative Modeling all you need for Decision-Making?International Conference on Learning Representations (ICLR), 2022 Anurag Ajay Yilun Du Abhi Gupta J. Tenenbaum Tommi Jaakkola Pulkit Agrawal DiffM 526 514 0 28 Nov 2022
Realtime Fewshot Portrait Stylization Based On Geometric Alignment Xinrui Wang Zhuoru Li Xiaolei Zhou Yusuke Iwasawa Yutaka Matsuo 3DH 148 1 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 253 139 0 28 Nov 2022
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape GenerationEuropean Conference on Computer Vision (ECCV), 2022 Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 121 14 0 23 Nov 2022
SinDiffusion: Learning a Diffusion Model from a Single Natural ImageIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Weilun Wang Jianmin Bao Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 146 60 0 22 Nov 2022
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT ReconstructionIEEE International Conference on Computer Vision (ICCV), 2022 Jiaming Liu Rushil Anirudh Jayaraman J. Thiagarajan Stewart He K. A. Mohan Ulugbek S. Kamilov Hyojin Kim MedIm DiffM 142 96 0 22 Nov 2022
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Ajay Jain Amber Xie Pieter Abbeel DiffM 179 116 0 21 Nov 2022
DiffBP: Generative Diffusion of 3D Molecules for Target Protein BindingChemical Science (Chem. Sci.), 2022 Haitao Lin Yufei Huang Odin Zhang Siqi Ma Meng Liu X. Li Lirong Wu Shuiwang Ji Tingjun Hou Stan Z. Li DiffM 237 94 0 21 Nov 2022
Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction Wenjun Xia W. Cong Ge Wang DiffM MedIm 167 28 0 18 Nov 2022
RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Titas Anciukevicius Zexiang Xu Matthew Fisher Paul Henderson Hakan Bilen Niloy J. Mitra Paul Guerrero 195 192 0 17 Nov 2022
Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion ModelsACM Transactions on Graphics (TOG), 2022 Simon Alexanderson Rajmund Nagy Jonas Beskow G. Henter DiffM VGen 249 220 0 17 Nov 2022
Fast Graph Generation via Spectral DiffusionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Tianze Luo Zhanfeng Mo Sinno Jialin Pan DiffM 210 42 0 16 Nov 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion ModelIEEE International Conference on Computer Vision (ICCV), 2022 Xingqian Xu Zinan Lin Eric Zhang Kai Wang Humphrey Shi DiffM 435 238 0 15 Nov 2022
General Intelligence Requires Rethinking ExplorationRoyal Society Open Science (RSOS), 2022 Minqi Jiang Tim Rocktaschel Edward Grefenstette LRM 172 24 0 15 Nov 2022
OverFlow: Putting flows on top of neural transducers for better TTSInterspeech (Interspeech), 2022 Shivam Mehta Ambika Kirkland Harm Lameris Jonas Beskow Éva Székely G. Henter AI4TS 229 16 0 13 Nov 2022
Self-conditioned Embedding Diffusion for Text Generation Robin Strudel Corentin Tallec Florent Altché Yilun Du Yaroslav Ganin ... Will Grathwohl Nikolay Savinov Sander Dieleman Laurent Sifre Rémi Leblond DiffM 163 102 0 08 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 272 28 0 07 Nov 2022
Modeling Temporal Data as Continuous Functions with Stochastic Process DiffusionInternational Conference on Machine Learning (ICML), 2022 Marin Bilos Kashif Rasul Anderson Schneider Yuriy Nevmyvaka Stephan Günnemann DiffM 241 46 0 04 Nov 2022
An optimal control perspective on diffusion-based generative modeling Julius Berner Lorenz Richter Karen Ullrich DiffM 395 123 0 02 Nov 2022
Verified Reversible Programming for Verified Lossless Compression James Townsend Jan-Willem van de Meent 155 0 0 02 Nov 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic ModelsMachine Intelligence Research (MIR), 2022 Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 610 794 0 02 Nov 2022
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations Shlok Kumar Mishra Joshua Robinson Huiwen Chang David Jacobs Aaron Sarna Aaron Maschinot Dilip Krishnan DiffM 210 37 0 30 Oct 2022
Conditioning and Sampling in Variational Diffusion Models for Speech Super-ResolutionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Chin-Yun Yu Sung-Lin Yeh Gyorgy Fazekas Hao Tang DiffM 119 31 0 27 Oct 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 297 133 0 26 Oct 2022
Structure-based Drug Design with Equivariant Diffusion ModelsNature Computational Science (Nat. Comput. Sci.), 2022 Arne Schneuing Yuanqi Du Charles Harris Arian R. Jamasb Ilia Igashov ... Pietro Lio Daniel Schwalbe-Koda Max Welling Michael M. Bronstein B. Correia DiffM 308 325 0 24 Oct 2022
Deep Equilibrium Approaches to Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2022 Ashwini Pokle Zhengyang Geng Zico Kolter DiffM 246 48 0 23 Oct 2022
Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation Henry Li Y. Kluger 131 2 0 19 Oct 2022
Optimizing Hierarchical Image VAEs for Sample Quality Eric Luhman Troy Luhman DRL 141 5 0 18 Oct 2022
Differentially Private Diffusion Models Tim Dockhorn Tianshi Cao Arash Vahdat Karsten Kreis DiffM 310 125 0 18 Oct 2022