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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
AffectEcho: Speaker Independent and Language-Agnostic Emotion and Affect Transfer for Speech Synthesis Hrishikesh Viswanath Aneesh Bhattacharya Pascal Jutras-Dubé Prerit Gupta Mridu Prashanth Yashvardhan Khaitan Aniket Bera 67 2 0 16 Aug 2023
Monte Carlo guided Diffusion for Bayesian linear inverse problems Gabriel Victorino Cardoso Yazid Janati Sylvain Le Corff Eric Moulines DiffM 109 32 0 15 Aug 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel DiffM 106 5 0 15 Aug 2023
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference Shigui Li Wei Chen Delu Zeng DiffM 89 3 0 15 Aug 2023
StyleDiffusion: Controllable Disentangled Style Transfer via Diffusion Models Zhizhong Wang Lei Zhao Wei Xing DiffM 109 137 0 15 Aug 2023
DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker Embedding J. Choi Joanna Hong Y. Ro DiffM 90 22 0 15 Aug 2023
UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity Weijian Mai Zhijun Zhang DiffM 85 35 0 14 Aug 2023
U-Turn Diffusion Hamidreza Behjoo Michael Chertkov 74 3 0 14 Aug 2023
Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image Translation Alexander Martin Haitian Zheng Jie An Jiebo Luo VLM DiffM 81 0 0 14 Aug 2023
Dual Associated Encoder for Face Restoration Yu-Ju Tsai Yu-Lun Liu Lu Qi Kelvin C. K. Chan Ming-Hsuan Yang 65 12 0 14 Aug 2023
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation Sadeep Jayasumana Daniel Glasner Srikumar Ramalingam Andreas Veit Ayan Chakrabarti Surinder Kumar DiffM 73 0 0 14 Aug 2023
Bayesian Flow Networks Alex Graves R. Srivastava Timothy James Atkinson Faustino J. Gomez BDL 143 45 0 14 Aug 2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields Zeke Xie Xindi Yang Yujie Yang Qingyan Sun Yi Jiang Haoran Wang Yunfeng Cai Mingming Sun 77 35 0 14 Aug 2023
Precipitation nowcasting with generative diffusion models Andrea Asperti Fabio Merizzi Alberto Paparella G. Pedrazzi M. Angelinelli Stefano Colamonaco DiffM 83 20 0 13 Aug 2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model Yuyang Yin Dejia Xu Chuangchuang Tan P. Liu Yao-Min Zhao Yunchao Wei DiffM 101 45 0 13 Aug 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 149 810 0 13 Aug 2023
LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts Binbin Yang Yinzheng Luo Ziliang Chen Guangrun Wang Xiaodan Liang Liang Lin DiffM 102 15 0 13 Aug 2023
Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection Haichao Zhang Can Qin Yu Yin Yun Fu 60 2 0 13 Aug 2023
TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution Baolin Liu Zongyuan Yang Pengfei Wang Yueze Wang Ziqi Liu Ziyi Song Yan Liu Yongping Xiong 91 8 0 13 Aug 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 138 431 0 12 Aug 2023
White-box Membership Inference Attacks against Diffusion Models Yan Pang Tianhao Wang Xu Kang Mengdi Huai Yang Zhang AAML DiffM 94 24 0 11 Aug 2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models Wei Wu Yuzhong Zhao Hao Chen Yuchao Gu Rui Zhao Yefei He Hong Zhou Mike Zheng Shou Chunhua Shen 123 107 0 11 Aug 2023
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow Junhong Gou Siyu Sun Jianfu Zhang Jianlou Si Chao Qian Liqing Zhang DiffM 150 98 0 11 Aug 2023
Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model Fan Zhang Naye Ji Fuxing Gao Siyuan Zhao Zhaohan Wang Shunman Li 66 0 0 11 Aug 2023
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers Phillip Lippe Bastiaan S. Veeling P. Perdikaris Richard Turner Johannes Brandstetter DiffM AI4CE 149 96 0 10 Aug 2023
Masked Diffusion as Self-supervised Representation Learner Zixuan Pan Jianxu Chen Yi Shi MedIm DiffM 88 10 0 10 Aug 2023
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling Ushnish Sengupta Chin-Kuo Jao A. Bernacchia Sattar Vakili Da-shan Shiu DiffM 68 14 0 10 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 94 35 0 08 Aug 2023
Synthetic Augmentation with Large-scale Unconditional Pre-training Jiarong Ye Haomiao Ni Peng Jin Sharon X. Huang Yuan Xue MedIm 63 22 0 08 Aug 2023
Amortized Global Search for Efficient Preliminary Trajectory Design with Deep Generative Models Anjian Li Amlan Sinha Ryne T. Beeson 119 6 0 07 Aug 2023
Nearly $d$ -Linear Convergence Bounds for Diffusion Models via Stochastic Localization Joe Benton Valentin De Bortoli Arnaud Doucet George Deligiannidis DiffM 122 117 0 07 Aug 2023
Diffusion Model in Causal Inference with Unmeasured Confounders Tatsuhiro Shimizu DiffM 55 4 0 07 Aug 2023
DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis Zhongjie Duan Lizhou You Chengyu Wang Cen Chen Ziheng Wu Weining Qian Jun Huang DiffM 100 8 0 07 Aug 2023
Photorealistic and Identity-Preserving Image-Based Emotion Manipulation with Latent Diffusion Models Ioannis Pikoulis P. Filntisis Petros Maragos 84 2 0 06 Aug 2023
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models Hanbyel Cho Junmo Kim 3DH 115 9 0 05 Aug 2023
DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation Qiaosong Qi Le Zhuo Aixi Zhang Yue Liao Fei Fang Si Liu Shuicheng Yan 86 29 0 05 Aug 2023
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation Zijie Wu Yaonan Wang Mingtao Feng He-ping Xie Ajmal Mian DiffM 72 33 0 05 Aug 2023
Thin On-Sensor Nanophotonic Array Cameras Praneeth Chakravarthula Ji-ping Sun Xiao Li Chenyang Lei Gene Chou Mario Bijelic Johannes Froesch Anirudha Majumdar Felix Heide 59 24 0 05 Aug 2023
A Review of Change of Variable Formulas for Generative Modeling Ullrich Kothe 72 8 0 04 Aug 2023
Diffusion-Augmented Depth Prediction with Sparse Annotations Jiaqi Li Yiran Wang Zihao Huang Jinghong Zheng Ke Xian Zhiguo Cao Jianming Zhang DiffM 59 10 0 04 Aug 2023
On the Biometric Capacity of Generative Face Models Vishnu Boddeti Gautam Sreekumar Arun Ross CVBM 76 5 0 03 Aug 2023
ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior Constraints Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 107 12 0 03 Aug 2023
Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling Zhaohui Yang Fuchun Sun Ji-Rong Wen DiffM 117 16 0 03 Aug 2023
Diffusion-based Time Series Data Imputation for Microsoft 365 Fangkai Yang Wenjie Yin Lu Wang Tianci Li Pu Zhao ... Yudong Liu Maarten Bjorkman Saravan Rajmohan Qingwei Lin Dongmei Zhang DiffM AI4CE 179 1 0 03 Aug 2023
DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models Jianxin Lin Peng Xiao Yijun Wang Rongsheng Zhang Xiangxiang Zeng DiffM 72 3 0 03 Aug 2023
Adversarial Training of Denoising Diffusion Model Using Dual Discriminators for High-Fidelity Multi-Speaker TTS Myeongji Ko Yong-Hoon Choi DiffM 74 1 0 03 Aug 2023
Motion Planning Diffusion: Learning and Planning of Robot Motions with Diffusion Models João Carvalho An T. Le Mark Baierl Dorothea Koert Jan Peters DiffM 114 116 0 03 Aug 2023
Circumventing Concept Erasure Methods For Text-to-Image Generative Models Minh Pham Kelly O. Marshall Niv Cohen Govind Mittal Chinmay Hegde DiffM 75 46 0 03 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 94 6 0 02 Aug 2023
Patched Denoising Diffusion Models For High-Resolution Image Synthesis Zheng Ding Mengqi Zhang Jiajun Wu Zhuowen Tu DiffM 91 35 0 02 Aug 2023