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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
CatFree3D: Category-agnostic 3D Object Detection with Diffusion Wenjing Bian Zirui Wang Andrea Vedaldi 96 1 0 22 Aug 2024
Automating Deformable Gasket Assembly Simeon Adebola Tara Sadjadpour Karim El-Refai Will Panitch Zehan Ma ... Tianshuang Qiu Shreya Ganti Charlotte Le Jaimyn Drake Ken Goldberg AI4CE 66 0 0 22 Aug 2024
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation Jinheng Xie Weijia Mao Zechen Bai David Junhao Zhang Weihao Wang Kevin Qinghong Lin Yuchao Gu Zhijie Chen Zhenheng Yang Mike Zheng Shou 140 228 0 22 Aug 2024
CODE: Confident Ordinary Differential Editing B. V. Delft Tommaso Martorella Alexandre Alahi DiffM 110 0 0 22 Aug 2024
Approaching Deep Learning through the Spectral Dynamics of Weights David Yunis Kumar Kshitij Patel Samuel Wheeler Pedro H. P. Savarese Gal Vardi Karen Livescu Michael Maire Matthew R. Walter 112 3 0 21 Aug 2024
Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark Gabriel E. Lima Rayson Laroca Eduardo Santos Eduil Nascimento Jr. David Menotti 70 1 0 21 Aug 2024
AnyDesign: Versatile Area Fashion Editing via Mask-Free Diffusion Yunfang Niu Lingxiang Wu Dong Yi Jie Peng Ning Jiang Haiying Wu Jinqiao Wang DiffM 84 1 0 21 Aug 2024
Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images Dimitrios Karageorgiou Quentin Bammey Valentin Porcellini Bertrand Goupil Denis Teyssou Symeon Papadopoulos 103 2 0 21 Aug 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 153 2 0 21 Aug 2024
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models Hojat Asgariandehkordi Sobhan Goudarzi Mostafa Sharifzadeh Adrian Basarab H. Rivaz MedIm DiffM 88 4 0 20 Aug 2024
Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling Jaideep Pathak Y. Cohen Piyush Garg Peter Harrington Noah D. Brenowitz ... Morteza Mardani Arash Vahdat Shaoming Xu K. Kashinath Michael Pritchard DiffM AI4Cl 111 11 0 20 Aug 2024
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation Yin-Jyun Luo K. Cheuk Woosung Choi Toshimitsu Uesaka Keisuke Toyama ... Chieh-Hsin Lai Yuhta Takida Wei-Hsiang Liao Simon Dixon Yuki Mitsufuji CoGe 106 2 0 20 Aug 2024
Generative AI in Industrial Machine Vision -- A Review H. Zhou Dominik Wolfschlager Constantinos Florides Jonas Werheid Hannes Behnen Jan-Henrick Woltersmann Tiago C. Pinto Marco Kemmerling Anas Abdelrazeq Robert H. Schmitt 90 6 0 20 Aug 2024
MUSES: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration Yanbo Ding Shaobin Zhuang Kunchang Li Zhengrong Yue Yu Qiao Yali Wang VGen 86 2 0 20 Aug 2024
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models Cong Wan Yuhang He Xiang Song Yihong Gong DiffM AAML 100 7 0 20 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 123 2 0 19 Aug 2024
Unsupervised Composable Representations for Audio Giovanni Bindi P. Esling DiffM OCL CoGe 81 1 0 19 Aug 2024
TraDiffusion: Trajectory-Based Training-Free Image Generation Mingrui Wu Oucheng Huang Jiayi Ji Jiale Li Xinyue Cai Huafeng Kuang Jianzhuang Liu Xiaoshuai Sun Rongrong Ji 85 3 0 19 Aug 2024
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Hangyu Mao Nianmin Zhang Xin Xin Fajie Yuan ... Bin Zhang Guoliang Fan Zhumin Chen Changwei Wang Jiangjin Yin DiffM 82 1 0 18 Aug 2024
Deep Generative Classification of Blood Cell Morphology Simon Deltadahl J. Gilbey C. V. Laer Nancy Boeckx M. Leers ... Nicholas S. Gleadall Carola-Bibiane Schönlieb S. Sivapalaratnam Michael Roberts P. Nachev DiffM MedIm 80 0 0 16 Aug 2024
Diffusion Model for Planning: A Systematic Literature Review Toshihide Ubukata Jialong Li Kenji Tei DiffM MedIm 142 9 0 16 Aug 2024
Inverse design with conditional cascaded diffusion models Milad Habibi M. Fuge DiffM 72 0 0 16 Aug 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding Xiner Li Yulai Zhao Chenyu Wang Gabriele Scalia Gökçen Eraslan Surag Nair Tommaso Biancalani Aviv Regev Sergey Levine Masatoshi Uehara 119 37 0 15 Aug 2024
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance Jiasong Feng Ao Ma Jing Wang Bo Cheng Xiaodan Liang Dawei Leng Yuhui Yin DiffM VGen 92 6 0 15 Aug 2024
CT4D: Consistent Text-to-4D Generation with Animatable Meshes Ce Chen Shaoli Huang Xuelin Chen Guangyi Chen Xiaoguang Han Kun Zhang Biwei Huang 57 4 0 15 Aug 2024
Decoder ensembling for learned latent geometries Stas Syrota Pablo Moreno-Muñoz Søren Hauberg DRL AI4CE 67 2 0 14 Aug 2024
DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency Xiaojing Zhong Xinyi Huang Xiaofeng Yang Guosheng Lin Qingyao Wu DiffM 77 4 0 14 Aug 2024
Image-Based Leopard Seal Recognition: Approaches and Challenges in Current Automated Systems Jorge Yero Salazar Pablo Rivas Renato Borras-Chavez Sarah Kienle 62 0 0 14 Aug 2024
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models Jean-Marie Lemercier Eloi Moliner Simon Welker Vesa Valimaki Timo Gerkmann 136 3 0 14 Aug 2024
Diffusion Model for Slate Recommendation Federico Tomasi Francesco Fabbri M. Lalmas Zhenwen Dai DiffM 55 1 0 13 Aug 2024
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion Yujia Wu Yiming Shi Jiwei Wei Chengwei Sun Yuyang Zhou Yang Yang Heng Tao Shen 102 3 0 13 Aug 2024
DC3DO: Diffusion Classifier for 3D Objects Nursena Koprucu Meher Shashwat Nigam Shicheng Xu Biruk Abere Gabriele Dominici Andrew Rodriguez Sharvaree Vadgam Berfin Inal Alberto Tono DiffM 66 0 0 13 Aug 2024
Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models Ioannis Romanelis Vlassios Fotis Athanasios P. Kalogeras Christos Alexakos Konstantinos Moustakas Adrian Munteanu 56 0 0 12 Aug 2024
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization Junjie He Yifeng Geng Liefeng Bo DiffM 119 23 0 12 Aug 2024
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models Taehong Moon Moonseok Choi Eunggu Yun Jongmin Yoon Gayoung Lee Jaewoong Cho Juho Lee 80 5 0 12 Aug 2024
Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information Mingkun Zhang Jianing Li Wei Chen Jiafeng Guo Xueqi Cheng 98 6 0 12 Aug 2024
Kernel Density Estimators in Large Dimensions Giulio Biroli Marc Mézard 33 2 0 11 Aug 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling Jin Liu Huaibo Huang Jie Cao Ran He DiffM 80 2 0 10 Aug 2024
High-fidelity and Lip-synced Talking Face Synthesis via Landmark-based Diffusion Model Weizhi Zhong Junfan Lin Peixin Chen Liang Lin Guanbin Li 69 1 0 10 Aug 2024
Pretrained-Guided Conditional Diffusion Models for Microbiome Data Analysis Xinyuan Shi Fangfang Zhu Wenwen Min 25 0 0 10 Aug 2024
Adversarially Robust Industrial Anomaly Detection Through Diffusion Model Yuanpu Cao Lu Lin Jinghui Chen DiffM 84 1 0 09 Aug 2024
BRAT: Bonus oRthogonAl Token for Architecture Agnostic Textual Inversion James Baker 72 1 0 08 Aug 2024
Connective Viewpoints of Signal-to-Noise Diffusion Models Khanh Doan L. Vuong Tuan Nguyen Anh Tuan Bui Quyen Tran Thanh-Toan Do Dinh Q. Phung Trung Le DiffM 39 0 0 08 Aug 2024
Diffusion Guided Language Modeling Justin Lovelace Varsha Kishore Yiwei Chen Kilian Q. Weinberger 124 8 0 08 Aug 2024
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 96 1 0 08 Aug 2024
TALE: Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided Optimization K. T. Pham Jingye Chen Qifeng Chen DiffM 72 0 0 07 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 116 19 0 06 Aug 2024
IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts Ciara Rowles Shimon Vainer Dante De Nigris Slava Elizarov Konstantin Kutsy Simon Donné DiffM 94 10 0 06 Aug 2024
Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models S. Ozaki S. Kaji T. Imae K. Nawa H. Yamashita K. Nakagawa DiffM MedIm 74 0 0 06 Aug 2024
FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning Zhi Chen Zecheng Zhao Yadan Luo Zi Huang DiffM 72 4 0 06 Aug 2024