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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
Talking Head Generation with Probabilistic Audio-to-Visual Diffusion Priors Zhentao Yu Zixin Yin Deyu Zhou Duomin Wang Finn Wong Baoyuan Wang DiffM 98 38 0 07 Dec 2022
One Sample Diffusion Model in Projection Domain for Low-Dose CT Imaging Bin Huang Liu Zhang Shiyu Lu Bo Lin Weiwen Wu Qiegen Liu DiffM MedIm 39 7 0 07 Dec 2022
Neural Cell Video Synthesis via Optical-Flow Diffusion Manuel Serna-Aguilera Khoa Luu Nathaniel Harris Min Zou DiffM VGen 55 1 0 06 Dec 2022
Diffusion-SDF: Text-to-Shape via Voxelized Diffusion Muheng Li Yueqi Duan Jie Zhou Jiwen Lu DiffM 93 125 0 06 Dec 2022
ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes DiffM 64 20 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 189 11 0 06 Dec 2022
Pretrained Diffusion Models for Unified Human Motion Synthesis Jianxin Ma Shuai Bai Chang Zhou DiffM VGen AI4CE 74 32 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 76 32 0 06 Dec 2022
PhysDiff: Physics-Guided Human Motion Diffusion Model Ye Yuan Jiaming Song Umar Iqbal Arash Vahdat Jan Kautz VGen DiffM 158 257 0 05 Dec 2022
Score-based denoising for atomic structure identification Tim Hsu Babak Sadigh N. Bertin Cheol Woo Park James Chapman Vasily V. Bulatov Fei Zhou DiffM 69 6 0 05 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 117 15 0 05 Dec 2022
GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation Han Huang Leilei Sun Bowen Du Yanjie Fu Weifeng Lv DiffM 78 41 0 04 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 105 65 0 04 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 138 193 0 02 Dec 2022
ObjectStitch: Generative Object Compositing Yi-Zhe Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Seunggeun Kim Daniel G. Aliaga DiffM 122 33 0 02 Dec 2022
Diffusion Generative Models in Infinite Dimensions Gavin Kerrigan Justin Ley Padhraic Smyth DiffM 122 35 0 01 Dec 2022
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models Gimin Nam Mariem Khlifi Andrew Rodriguez Alberto Tono Linqi Zhou Paul Guerrero DiffM 87 68 0 01 Dec 2022
Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models Nithin Gopalakrishnan Nair W. G. C. Bandara Vishal M. Patel DiffM 36 5 0 01 Dec 2022
Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion Benedikt Kolbeinsson K. Mikolajczyk DiffM 91 13 0 01 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 197 551 0 01 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 121 23 0 01 Dec 2022
VIDM: Video Implicit Diffusion Models Kangfu Mei Vishal M. Patel DiffM VGen 114 82 0 01 Dec 2022
Shape-Guided Diffusion with Inside-Outside Attention Dong Huk Park Grace Luo C. Toste S. Azadi Xihui Liu M. Karalashvili Anna Rohrbach Trevor Darrell DiffM 103 44 0 01 Dec 2022
Denoising Diffusion for Sampling SAT Solutions Kārlis Freivalds Sergejs Kozlovics 68 2 0 30 Nov 2022
DiffPose: Toward More Reliable 3D Pose Estimation Jia Gong Lin Geng Foo Zhipeng Fan Qiuhong Ke Hossein Rahmani Jing Liu DiffM 114 120 0 30 Nov 2022
Score-based Continuous-time Discrete Diffusion Models Haoran Sun Lijun Yu Bo Dai Dale Schuurmans H. Dai DiffM 137 87 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 129 243 0 30 Nov 2022
SinDDM: A Single Image Denoising Diffusion Model Vladimir Kulikov Shahar Yadin Matan Kleiner T. Michaeli DiffM 78 80 0 29 Nov 2022
Taming Normalizing Flows Shimon Malnick S. Avidan Ohad Fried TPM DiffM 112 1 0 29 Nov 2022
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views Dejia Xu Yi Ding Peihao Wang Zhiwen Fan Yi Wang Zhangyang Wang DiffM 104 146 0 29 Nov 2022
On the Power of Foundation Models Yang Yuan 110 38 0 29 Nov 2022
Ada3Diff: Defending against 3D Adversarial Point Clouds via Adaptive Diffusion Kui Zhang Hang Zhou Jie Zhang Qidong Huang Weiming Zhang Nenghai Yu DiffM 79 12 0 29 Nov 2022
Wavelet Diffusion Models are fast and scalable Image Generators Hao Phung Quan Dao Anh Tran DiffM 97 99 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 49 10 0 29 Nov 2022
Post-training Quantization on Diffusion Models Yuzhang Shang Zhihang Yuan Bin Xie Bingzhe Wu Yan Yan DiffM MQ 154 182 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 166 409 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 121 106 0 28 Nov 2022
Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning Xian Zhong Zipeng Li Shuqin Chen Kui Jiang Chen Chen Mang Ye DiffM VGen 105 43 0 28 Nov 2022
DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He Tianxiang Sun Kuan-Chieh Wang Xuanjing Huang Xipeng Qiu DiffM VLM 103 132 0 28 Nov 2022
Diffusion Probabilistic Model Made Slim Xingyi Yang Daquan Zhou Jiashi Feng Xinchao Wang DiffM 108 111 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 131 26 0 27 Nov 2022
Traditional Classification Neural Networks are Good Generators: They are Competitive with DDPMs and GANs Guangrun Wang Philip Torr 83 9 0 27 Nov 2022
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations Christian Diller Thomas Funkhouser Angela Dai 57 3 0 25 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 133 210 0 25 Nov 2022
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction German Barquero Sergio Escalera Cristina Palmero VGen DiffM 80 72 0 25 Nov 2022
CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis Shichong Peng Alireza Moazeni Ke Li DiffM 89 2 0 25 Nov 2022
Latent Space Diffusion Models of Cryo-EM Structures Karsten Kreis Tim Dockhorn Zihao Li Ellen D. Zhong DiffM 73 16 0 25 Nov 2022
3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models Gang Li Heliang Zheng Chaoyue Wang Chang Li C. Zheng Dacheng Tao DiffM 102 60 0 25 Nov 2022
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions Gene Chou Yuval Bahat Felix Heide DiffM 115 119 0 24 Nov 2022
Fast Sampling of Diffusion Models via Operator Learning Hongkai Zheng Weili Nie Arash Vahdat Kamyar Azizzadenesheli Anima Anandkumar DiffM 148 152 0 24 Nov 2022