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Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 4,616 papers shown

Title
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation Chaerin Kong D. Jeon Oh-Hun Kwon Nojun Kwak DiffM 77 17 0 12 Oct 2022
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 128 34 0 11 Oct 2022
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 119 114 0 11 Oct 2022
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design Ilia Igashov Hannes Stärk Clément Vignac Victor Garcia Satorras P. Frossard Max Welling Michael M. Bronstein B. Correia DiffM 114 85 0 11 Oct 2022
GAN You Hear Me? Reclaiming Unconditional Speech Synthesis from Diffusion Models Matthew Baas Herman Kamper DiffM 86 8 0 11 Oct 2022
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability K. Cheuk Ryosuke Sawata Toshimitsu Uesaka Naoki Murata Naoya Takahashi Shusuke Takahashi Dorien Herremans Yuki Mitsufuji DiffM 100 16 0 11 Oct 2022
Markup-to-Image Diffusion Models with Scheduled Sampling Yuntian Deng Noriyuki Kojima Alexander M. Rush DiffM 86 4 0 11 Oct 2022
f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation Jiatao Gu Shuangfei Zhai Yizhe Zhang Miguel Angel Bautista J. Susskind DiffM 103 27 0 10 Oct 2022
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models Louis Sharrock J. Simons Song Liu Mark Beaumont DiffM 126 39 0 10 Oct 2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing Wanfeng Zheng Qiang Li Xiaoyan Guo Pengfei Wan Zhong-ming Wang 122 14 0 10 Oct 2022
FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation Chieh-Hsin Lai Yuhta Takida Naoki Murata Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 92 32 0 09 Oct 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong Shouwei Ruan Hang Su Cai Kang Xingxing Wei Junyi Zhu AAML 85 50 0 08 Oct 2022
Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning Riccardo Finotello D. L’hermite Celine Quéré Benjamin Rouge M. Tamaazousti J. Sirven 67 1 0 07 Oct 2022
Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules Kazuki Irie Jürgen Schmidhuber 91 5 0 07 Oct 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 155 68 0 07 Oct 2022
On Distillation of Guided Diffusion Models Chenlin Meng Robin Rombach Ruiqi Gao Diederik P. Kingma Stefano Ermon Jonathan Ho Tim Salimans VLM DiffM 91 536 0 06 Oct 2022
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 101 6 0 06 Oct 2022
Novel View Synthesis with Diffusion Models Daniel Watson William Chan Ricardo Martín Brualla Jonathan Ho Andrea Tagliasacchi Mohammad Norouzi DiffM 173 274 0 06 Oct 2022
Text-driven Video Prediction Xue Song Jingjing Chen B. Zhu Yu-Gang Jiang VGen 50 4 0 06 Oct 2022
Flow Matching for Generative Modeling Y. Lipman Ricky T. Q. Chen Heli Ben-Hamu Maximilian Nickel Matt Le OOD 311 1,393 0 06 Oct 2022
DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics Ivan Kapelyukh Vitalis Vosylius Edward Johns LM&Ro DiffM 238 149 0 05 Oct 2022
clip2latent: Text driven sampling of a pre-trained StyleGAN using denoising diffusion and CLIP Justin N. M. Pinkney Chuan Li CLIP VLM 113 20 0 05 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 181 1,549 0 05 Oct 2022
Progressive Text-to-Image Generation Zhengcong Fei Mingyuan Fan Li Zhu Junshi Huang 162 4 0 05 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data Ye Zhu Yuehua Wu N. Sebe Yan Yan 114 19 0 05 Oct 2022
Diffusion Models for Graphs Benefit From Discrete State Spaces K. Haefeli Karolis Martinkus Nathanael Perraudin Roger Wattenhofer DiffM 209 57 0 04 Oct 2022
LOPR: Latent Occupancy PRediction using Generative Models Bernard Lange Masha Itkina Mykel J. Kochenderfer AI4CE 115 8 0 03 Oct 2022
WaveFit: An Iterative and Non-autoregressive Neural Vocoder based on Fixed-Point Iteration Yuma Koizumi Kohei Yatabe Heiga Zen M. Bacchiani DiffM 116 30 0 03 Oct 2022
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance Susung Hong Gyuseong Lee Wooseok Jang Seung Wook Kim DiffM 141 105 0 03 Oct 2022
OCD: Learning to Overfit with Conditional Diffusion Models Shahar Lutati Lior Wolf DiffM 91 8 0 02 Oct 2022
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review K. Gao Yina Gao Hongjie He Dening Lu Linlin Xu Jonathan Li 133 194 0 01 Oct 2022
Protein structure generation via folding diffusion Kevin E. Wu Kevin Kaichuang Yang Rianne van den Berg James Zou Alex X. Lu Ava P. Amini DiffM 126 208 0 30 Sep 2022
TabDDPM: Modelling Tabular Data with Diffusion Models Akim Kotelnikov Dmitry Baranchuk Ivan Rubachev Artem Babenko DiffM 126 269 0 30 Sep 2022
Equivariant Energy-Guided SDE for Inverse Molecular Design Fan Bao Min Zhao Zhongkai Hao Pei‐Yun Li Chongxuan Li Jun Zhu DiffM 275 67 0 30 Sep 2022
State-specific protein-ligand complex structure prediction with a multi-scale deep generative model Zhuoran Qiao Weili Nie Arash Vahdat Thomas F. Miller Anima Anandkumar DiffM 98 98 0 30 Sep 2022
$Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup$ Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20 $\times$ Speedup Wenjun Xia Qing Lyu Ge Wang DiffM MedIm 52 5 0 29 Sep 2022
DreamFusion: Text-to-3D using 2D Diffusion Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 339 2,446 0 29 Sep 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 287 771 0 29 Sep 2022
Analyzing Diffusion as Serial Reproduction Raja Marjieh Ilia Sucholutsky Thomas A. Langlois Nori Jacoby Thomas Griffiths DiffM 88 4 0 29 Sep 2022
Creative Painting with Latent Diffusion Models Xianchao Wu DiffM AI4CE 157 12 0 29 Sep 2022
Denoising MCMC for Accelerating Diffusion-Based Generative Models Beomsu Kim Jong Chul Ye DiffM 95 15 0 29 Sep 2022
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation Boah Kim Y. Oh Jong Chul Ye DiffM MedIm 89 68 0 29 Sep 2022
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling Huayu Chen Cheng Lu Chengyang Ying Hang Su Jun Zhu DiffM OffRL 192 122 0 29 Sep 2022
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 218 178 0 29 Sep 2022
medigan: a Python library of pretrained generative models for medical image synthesis Richard Osuala Grzegorz Skorupko Noussair Lazrak Lidia Garrucho E. García ... Michael Rutherford Fred Prior Kaisar Kushibar Oliver Díaz Karim Lekadir LM&MA MedIm 73 23 0 28 Sep 2022
Compositional Score Modeling for Simulation-based Inference Tomas Geffner George Papamakarios A. Mnih 140 30 0 28 Sep 2022
Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion Nisha Huang Fan Tang Weiming Dong Changsheng Xu DiffM 188 43 0 27 Sep 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 96 34 0 27 Sep 2022
Learning to Learn with Generative Models of Neural Network Checkpoints William S. Peebles Ilija Radosavovic Tim Brooks Alexei A. Efros Jitendra Malik UQCV 156 69 0 26 Sep 2022
All are Worth Words: A ViT Backbone for Diffusion Models Fan Bao Shen Nie Kaiwen Xue Yue Cao Chongxuan Li Hang Su Jun Zhu VLM 195 366 0 25 Sep 2022