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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"

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Title
Resultant: Incremental Effectiveness on Likelihood for Unsupervised Out-of-Distribution Detection Yewen Li Chaojie Wang Xiaobo Xia Xu He Ruyi An Dong Li Tongliang Liu Bo An Xinrun Wang OODD 80 0 0 05 Sep 2024
Neural Entropy Akhil Premkumar DiffM 201 1 0 05 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-Xiong Wang 151 23 0 05 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 134 10 0 05 Sep 2024
Spatial Diffusion for Cell Layout Generation Chen Li Xiaoling Hu Shahira Abousamra Meilong Xu Chao Chen MedIm 108 4 0 04 Sep 2024
FastVoiceGrad: One-step Diffusion-Based Voice Conversion with Adversarial Conditional Diffusion Distillation Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka Yuto Kondo DiffM 75 2 0 03 Sep 2024
AMG: Avatar Motion Guided Video Generation Zhangsihao Yang Mengyi Shan Mohammad Farazi Wenhui Zhu Yanxi Chen Xuanzhao Dong Yalin Wang VGen DiffM 117 0 0 02 Sep 2024
EarthGen: Generating the World from Top-Down Views Ansh Sharma Albert Xiao Praneet Rathi Rohit Kundu Albert Zhai Yuan Shen Shenlong Wang 125 1 0 02 Sep 2024
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance Cunzheng Wang Ziyuan Guo Yuxuan Duan Huaxia Li Nemo Chen Xu Tang Feng-Long Xie DiffM 80 3 0 02 Sep 2024
DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing Xiaolong Wang Zhi-Qi Cheng Jue Wang Xiaojiang Peng DiffM 59 0 0 02 Sep 2024
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model Xiaojie Xu Tianshuo Xu Fulong Ma Yingcong Chen 104 0 0 02 Sep 2024
Sample-Efficient Diffusion for Text-To-Speech Synthesis Justin Lovelace Soham Ray Kwangyoun Kim Kilian Q. Weinberger Felix Wu 65 3 0 01 Sep 2024
Zero-Shot Paragraph-level Handwriting Imitation with Latent Diffusion Models Martin Mayr Marcel Dreier Florian Kordon Mathias Seuret Jochen Zöllner Fei Wu Andreas Maier Vincent Christlein DiffM 134 1 0 01 Sep 2024
Seed-to-Seed: Image Translation in Diffusion Seed Space Or Greenberg Eran Kishon Dani Lischinski DiffM 76 0 0 01 Sep 2024
Diffusion Policy Policy Optimization Allen Z. Ren Justin Lidard Lars L. Ankile Anthony Simeonov Pulkit Agrawal Anirudha Majumdar Benjamin Burchfiel Hongkai Dai Max Simchowitz 168 57 0 01 Sep 2024
FLUX that Plays Music Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 143 9 0 01 Sep 2024
Data Augmentation for Image Classification using Generative AI Fazle Rahat M Shifat Hossain Md Rubel Ahmed Sumit Kumar Jha Rickard Ewetz VLM 100 4 0 31 Aug 2024
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization Vage Egiazarian Denis Kuznedelev Anton Voronov Ruslan Svirschevski Michael Goin Daniil Pavlov Dan Alistarh Dmitry Baranchuk MQ 88 0 0 31 Aug 2024
Towards understanding Diffusion Models (on Graphs) Solveig Klepper DiffM 92 0 0 31 Aug 2024
LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models Hossein Khalili Seongbin Park Vincent Li Brandan Bright Ali Payani Ramana Rao Kompella Nader Sehatbakhsh AAML 72 1 0 31 Aug 2024
RevCD -- Reversed Conditional Diffusion for Generalized Zero-Shot Learning William Heyden Habib Ullah M. Salman Siddiqui Fadi Al Machot DiffM 126 0 0 31 Aug 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 123 11 0 30 Aug 2024
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance Avideep Mukherjee Soumya Banerjee Piyush Rai Vinay P. Namboodiri DiffM 94 0 0 30 Aug 2024
A Score-Based Density Formula, with Applications in Diffusion Generative Models Gen Li Yuling Yan DiffM 89 0 0 29 Aug 2024
RLCP: A Reinforcement Learning-based Copyright Protection Method for Text-to-Image Diffusion Model Zhuan Shi Jing Yan Xiaoli Tang Lingjuan Lyu Boi Faltings 78 1 0 29 Aug 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 95 3 0 29 Aug 2024
COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation Jiefeng Li Ye Yuan Davis Rempe Haotian Zhang Pavlo Molchanov Cewu Lu Jan Kautz Umar Iqbal DiffM VGen 106 2 0 29 Aug 2024
Enhanced Control for Diffusion Bridge in Image Restoration Conghan Yue Zhengwei Peng Junlong Ma Dongyu Zhang 108 3 0 29 Aug 2024
Downscaling Neural Network for Coastal Simulations Zhi-Song Liu Markus Buttner V. Aizinger Andreas Rupp SupR 94 0 0 29 Aug 2024
CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization Feize Wu Yun Pang Junyi Zhang Lianyu Pang Jian Yin Baoquan Zhao Qing Li Xudong Mao DiffM 89 5 0 28 Aug 2024
Airfoil Diffusion: Denoising Diffusion Model For Conditional Airfoil Generation Reid Graves A. Farimani DiffM 59 0 0 28 Aug 2024
GenDDS: Generating Diverse Driving Video Scenarios with Prompt-to-Video Generative Model Yongjie Fu Yunlong Li Xuan Di VGen 127 3 0 28 Aug 2024
Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara 74 3 0 28 Aug 2024
Exploring Selective Layer Fine-Tuning in Federated Learning Yuchang Sun Yuexiang Xie Bolin Ding Yaliang Li Jun Zhang FedML 66 3 0 28 Aug 2024
Hand1000: Generating Realistic Hands from Text with Only 1,000 Images Haozhuo Zhang B. Zhu Yu Cao Y. Hao VLM 134 3 0 28 Aug 2024
Avoiding Generative Model Writer's Block With Embedding Nudging Ali Zand Milad Nasr 36 0 0 28 Aug 2024
Constrained Diffusion Models via Dual Training Shervin Khalafi Dongsheng Ding Alejandro Ribeiro 113 4 0 27 Aug 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 93 6 0 27 Aug 2024
OctFusion: Octree-based Diffusion Models for 3D Shape Generation Bojun Xiong Si-Tong Wei Xin-Yang Zheng Yan-Pei Cao Zhouhui Lian Peng-Shuai Wang 98 10 0 27 Aug 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 122 17 0 27 Aug 2024
TC-PDM: Temporally Consistent Patch Diffusion Models for Infrared-to-Visible Video Translation Anh-Dzung Doan Vu Minh Hieu Phan Surabhi Gupta Markus Wagner Tat-Jun Chin Ian Reid VGen DiffM 81 0 0 26 Aug 2024
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement Xu He Xiaoyu Li Di Kang Jiangnan Ye Chaopeng Zhang Liyang Chen Xiangjun Gao Han Zhang Zhiyong Wu Haolin Zhuang DiffM 143 7 0 26 Aug 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 133 11 0 26 Aug 2024
Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching Minghao Liu Le Zhang Yingjie Tian Xiaochao Qu Luoqi Liu Ting Liu DiffM CoGe 71 4 0 25 Aug 2024
TVG: A Training-free Transition Video Generation Method with Diffusion Models Rui Zhang Yaosen Chen Yuegen Liu Wei Wang Xuming Wen Hongxia Wang DiffM 63 2 0 24 Aug 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 85 2 0 23 Aug 2024
CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities Tao Wu Yong Zhang Xintao Wang Xianpan Zhou Guangcong Zheng Zhongang Qi Ying Shan Xi Li VGen DiffM 74 30 0 23 Aug 2024
IFH: a Diffusion Framework for Flexible Design of Graph Generative Models Samuel Cognolato A. Sperduti Luciano Serafini DiffM 73 0 0 23 Aug 2024
Abstract Art Interpretation Using ControlNet Rishabh Srivastava Addrish Roy 28 0 0 23 Aug 2024
Atlas Gaussians Diffusion for 3D Generation Haitao Yang Yuan Dong Hanwen Jiang Dejia Xu Georgios Pavlakos Qixing Huang 3DGS 195 3 0 23 Aug 2024