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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
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis Zhijun Liu Shuai Wang Sho Inoue Qibing Bai Haizhou Li DiffM 93 20 0 08 Jun 2024
A Comprehensive Evaluation of Generative Models in Calorimeter Shower Simulation Farzana Yasmin Ahmad Vanamala Venkataswamy Geoffrey Fox DiffM 64 6 0 08 Jun 2024
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 66 3 0 08 Jun 2024
CoBL-Diffusion: Diffusion-Based Conditional Robot Planning in Dynamic Environments Using Control Barrier and Lyapunov Functions Kazuki Mizuta Karen Leung 113 9 0 08 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 122 1 0 07 Jun 2024
Diffusion-based Generative Image Outpainting for Recovery of FOV-Truncated CT Images Michelle Espranita Liman Daniel Rueckert Florian J. Fintelmann Philip Muller MedIm DiffM 30 1 0 07 Jun 2024
FlowMM: Generating Materials with Riemannian Flow Matching Benjamin Kurt Miller Ricky T. Q. Chen Anuroop Sriram Brandon M. Wood 97 42 0 07 Jun 2024
Varying Manifolds in Diffusion: From Time-varying Geometries to Visual Saliency Junhao Chen Manyi Li Zherong Pan Xifeng Gao Changhe Tu DiffM 117 2 0 07 Jun 2024
XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image Qingze Bai Tiange Liu Zhi Liu Yubing Tong Drew Torigian Jayaram K. Udupa MedIm 76 1 0 07 Jun 2024
$Diffusion Models in $\textit{De Novo}$ Drug Design$ Diffusion Models in $\textit{De Novo}$ Drug Design Amira Alakhdar Barnabas Poczos Newell Washburn MedIm 102 27 0 07 Jun 2024
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition Junru Zhang Lang Feng Zhidan Liu Yuhan Wu Yang He Yabo Dong Duanqing Xu 97 4 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 68 3 0 07 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and Editing Luyang Zhu Yingwei Li Nan Liu Hao Peng Dawei Yang Ira Kemelmacher-Shlizerman DiffM 79 8 0 06 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 94 22 0 06 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 166 28 0 06 Jun 2024
VideoTetris: Towards Compositional Text-to-Video Generation Ye Tian Ling Yang Haotian Yang Yuan Gao Yufan Deng ... Zhaochen Yu Xin Tao Pengfei Wan Di Zhang Bin Cui DiffM VGen 137 19 0 06 Jun 2024
Multistep Distillation of Diffusion Models via Moment Matching Tim Salimans Thomas Mensink Jonathan Heek Emiel Hoogeboom DiffM 82 32 0 06 Jun 2024
Shaping History: Advanced Machine Learning Techniques for the Analysis and Dating of Cuneiform Tablets over Three Millennia Danielle Kapon Michael Fire S. Gordin 125 1 0 06 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 158 54 0 06 Jun 2024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models Hamidreza Kamkari Brendan Leigh Ross Rasa Hosseinzadeh Jesse C. Cresswell Gabriel Loaiza-Ganem DiffM 106 16 0 05 Jun 2024
Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input Joachim Ott Zuowen Wang Shih-Chii Liu DiffM VGen 90 0 0 05 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 128 17 0 05 Jun 2024
Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models Lucas Berry Axel Brando David Meger 109 7 0 05 Jun 2024
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework Eliraz Orfaig Inna Stainvas Igal Bilik 65 0 0 05 Jun 2024
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis Juanhua Zhang Ruodan Yan Alessandro Perelli Xi Chen Chao Li MedIm DiffM 128 6 0 05 Jun 2024
Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion Hao Wen Zehuan Huang Yaohui Wang Xinyuan Chen Yu Qiao 162 9 0 05 Jun 2024
Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting Yuansan Liu S. Wijewickrema Dongting Hu C. Bester Stephen O'Leary James Bailey MedIm DiffM 80 0 0 05 Jun 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 149 0 0 04 Jun 2024
Dreamguider: Improved Training free Diffusion-based Conditional Generation Nithin Gopalakrishnan Nair Vishal M. Patel 92 3 0 04 Jun 2024
V-Express: Conditional Dropout for Progressive Training of Portrait Video Generation Cong Wang Kuan Tian Jun Zhang Yonghang Guan Feng Luo Fei Shen Zhiwei Jiang Qing Gu Xiao Han Wei Yang 129 45 0 04 Jun 2024
Guiding a Diffusion Model with a Bad Version of Itself Tero Karras M. Aittala Tuomas Kynkaanniemi J. Lehtinen Timo Aila S. Laine 127 90 0 04 Jun 2024
Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion Colin Hansen Simas Glinskis Ashwin Raju Micha Kornreich JinHyeong Park Jayashri Pawar Richard Herzog Li Zhang Benjamin Odry MedIm DiffM 91 4 0 04 Jun 2024
RoomTex: Texturing Compositional Indoor Scenes via Iterative Inpainting Qi Wang Ruijie Lu Xudong Xu Jingbo Wang Michael Yu Wang Bo Dai Gang Zeng Dan Xu DiffM 88 6 0 04 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 128 14 0 04 Jun 2024
Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models Bálint Máté François Fleuret Tristan Bereau DiffM 77 6 0 04 Jun 2024
Plug-and-Play Diffusion Distillation Yi-Ting Hsiao Siavash Khodadadeh Kevin Duarte Wei-An Lin Hui Qu Mingi Kwon Ratheesh Kalarot 110 9 0 04 Jun 2024
Image steganography based on generative implicit neural representation Zhong Yangjie Liu Jia Ke Yan Liu Meiqi DiffM GAN 103 0 0 04 Jun 2024
Follow-Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation Yi Ma Hongyu Liu Haobo Wang Heng Pan Yingqing He ... Ailing Zeng Chengfei Cai H. Shum Wen Liu Qifeng Chen 130 61 0 04 Jun 2024
Enhancing Temporal Consistency in Video Editing by Reconstructing Videos with 3D Gaussian Splatting Inkyu Shin Qihang Yu Xiaohui Shen In So Kweon KuK-Jin Yoon Liang-Chieh Chen VGen DiffM 131 1 0 04 Jun 2024
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training Kengo Uchida Takashi Shibuya Yuhta Takida Naoki Murata Shusuke Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 149 5 0 04 Jun 2024
Diffusion Boosted Trees Xizewen Han Mingyuan Zhou AI4CE 114 0 0 03 Jun 2024
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization Sebastian Sanokowski Sepp Hochreiter Sebastian Lehner 113 23 0 03 Jun 2024
Segmentation-Free Guidance for Text-to-Image Diffusion Models K. Azarian Debasmit Das Qiqi Hou Fatih Porikli VLM 89 0 0 03 Jun 2024
DA-HFNet: Progressive Fine-Grained Forgery Image Detection and Localization Based on Dual Attention Yang Liu Xiaofei Li Jun Zhang Shengze Hu Jun Lei 131 4 0 03 Jun 2024
TAGMol: Target-Aware Gradient-guided Molecule Generation Vineeth Dorna Subhalingam D Keshav Kolluru Shreshth Tuli Mrityunjay Singh Saurabh Singal N. M. A. Krishnan Sayan Ranu 124 3 0 03 Jun 2024
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models Mengcheng Li Hongwen Zhang Yuxiang Zhang Ruizhi Shao Tao Yu Yebin Liu DiffM 111 7 0 03 Jun 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 105 19 0 03 Jun 2024
Constraint-Aware Diffusion Models for Trajectory Optimization Anjian Li Zihan Ding Adji Bousso Dieng Ryne T. Beeson 117 5 0 03 Jun 2024
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models Hunter Nisonoff Junhao Xiong Stephan Allenspach Jennifer Listgarten 165 44 0 03 Jun 2024
Learning Temporally Consistent Video Depth from Video Diffusion Priors Jiahao Shao Yuanbo Yang Hongyu Zhou Youmin Zhang Yujun Shen Vitor Campagnolo Guizilini Yue Wang Matteo Poggi Yiyi Liao VGen DiffM MDE 125 43 0 03 Jun 2024