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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
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising Tao Huang Jiayang Meng Hong Chen Guolong Zheng Xu Yang Xun Yi Hua Wang DiffM 73 2 0 05 Nov 2024
Generative Unfolding with Distribution Mapping A. Butter S. Diefenbacher Nathan Huetsch Vinicius Mikuni Benjamin Nachman Sofia Palacios Schweitzer Tilman Plehn DiffM 76 1 0 04 Nov 2024
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges Yiheng Zhu Jialu Wu Yue Liu Jiahuan Yan Mingze Yin Wei Wu Mingyang Li Jieping Ye Zehua Wang Jian Wu 93 8 0 04 Nov 2024
Optical Flow Representation Alignment Mamba Diffusion Model for Medical Video Generation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu Zhenwei Zhang VGen MedIm 101 3 0 03 Nov 2024
DreamPolish: Domain Score Distillation With Progressive Geometry Generation Yean Cheng Ziqi Cai Ming Ding Wendi Zheng Shiyu Huang Yuxiao Dong J. Tang Boxin Shi DiffM 63 0 0 03 Nov 2024
HC $^3$ L-Diff: Hybrid conditional latent diffusion with high frequency enhancement for CBCT-to-CT synthesis Shi Yin Hongqi Tan Li Ming Chong Haofeng Liu Hui Liu Kang Hao Lee Jeffrey Kit Loong Tuan Dean Ho Yueming Jin DiffM MedIm 66 0 0 03 Nov 2024
X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios Yichen Xie Chenfeng Xu C-T.John Peng Shuqi Zhao Nhat Ho Alexander T. Pham Mingyu Ding Masayoshi Tomizuka Weidong Zhan DiffM 94 3 0 02 Nov 2024
Conditional Synthesis of 3D Molecules with Time Correction Sampler Hojung Jung Youngrok Park Laura Schmid Jaehyeong Jo Dongkyu Lee Bongsang Kim Se-Young Yun Jinwoo Shin DiffM 101 4 0 01 Nov 2024
Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems Sourav Modak Anthony Stein 68 2 0 01 Nov 2024
ConceptFactory: Facilitate 3D Object Knowledge Annotation with Object Conceptualization Jianhua Sun Yongqian Li Longfei Xu Nange Wang Jiude Wei Yining Zhang Cewu Lu 93 1 0 01 Nov 2024
Constrained Diffusion Implicit Models V. Jayaram Ira Kemelmacher-Shlizerman Steven M. Seitz John Thickstun DiffM 100 0 0 01 Nov 2024
Fashion-VDM: Video Diffusion Model for Virtual Try-On J. Karras Yingwei Li Nan Liu Luyang Zhu Innfarn Yoo Andreas Lugmayr Chris Lee Ira Kemelmacher-Shlizerman DiffM VGen 88 7 0 31 Oct 2024
Bridging Geometric States via Geometric Diffusion Bridge Shengjie Luo Yixian Xu Di He Shuxin Zheng Tie-Yan Liu Liwei Wang 70 0 0 31 Oct 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning Penghui Ruan Pichao Wang Divya Saxena Jiannong Cao Yuhui Shi DiffM VGen 104 0 0 31 Oct 2024
Scaling Concept With Text-Guided Diffusion Models Chao Huang Susan Liang Yunlong Tang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 92 6 0 31 Oct 2024
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure Xiang Li Yixiang Dai Qing Qu DiffM AI4CE 104 16 0 31 Oct 2024
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model Wenjia Xie Hao Wang Lefei Zhang Rui Zhou Defu Lian Enhong Chen DiffM 130 4 0 31 Oct 2024
Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion Models Tianyi Li Luca Biferale F. Bonaccorso M. Buzzicotti Luca Centurioni DiffM 76 4 0 31 Oct 2024
Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model Hao Zhang Lei Cao Jiayi Ma DiffM 77 7 0 31 Oct 2024
A Geometric Framework for Understanding Memorization in Generative Models Brendan Leigh Ross Hamidreza Kamkari Tongzi Wu Rasa Hosseinzadeh Zhaoyan Liu George Stein Jesse C. Cresswell Gabriel Loaiza-Ganem 140 9 0 31 Oct 2024
ReferEverything: Towards Segmenting Everything We Can Speak of in Videos Anurag Bagchi Zhipeng Bao Yu-Xiong Wang P. Tokmakov Martial Hebert VOS 73 2 0 30 Oct 2024
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data Hanyang Chen Yang Jiang Shengnan Guo Xiaowei Mao Youfang Lin Huaiyu Wan 99 4 0 30 Oct 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 67 3 0 30 Oct 2024
Video prediction using score-based conditional density estimation P. Fiquet Eero P. Simoncelli AI4TS 55 0 0 30 Oct 2024
Consistency Diffusion Bridge Models Guande He Kaiwen Zheng Jianfei Chen Fan Bao Jun-Jie Zhu DiffM 124 5 0 30 Oct 2024
Unlocking Point Processes through Point Set Diffusion David Lüdke Enric Rabasseda Raventós Marcel Kollovieh Stephan Günnemann DiffM 75 3 0 29 Oct 2024
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models Raman Dutt Pedro Sanchez Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales 121 1 0 29 Oct 2024
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference Kendong Liu Zhiyu Zhu Chuanhao Li Hui Liu H. Zeng Junhui Hou EGVM 76 4 0 29 Oct 2024
Discrete Modeling via Boundary Conditional Diffusion Processes Yuxuan Gu Xiaocheng Feng Lei Huang Yingsheng Wu Zekun Zhou Weihong Zhong Kun Zhu Bing Qin DiffM 62 0 0 29 Oct 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 87 0 0 29 Oct 2024
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling and Zero-Shot Transfer Zihan Pengmei Zhengyuan Shen Zichen Wang Marcus Collins Huzefa Rangwala AI4CE 65 2 0 29 Oct 2024
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis Deepak Sridhar Abhishek Peri Rohith Rachala Nuno Vasconcelos DiffM 69 1 0 29 Oct 2024
OFER: Occluded Face Expression Reconstruction Pratheba Selvaraju Victoria Fernandez-Abrevaya Timo Bolkart Rick Akkerman Tianyu Ding F. Amjadi Ilya Zharkov DiffM CVBM 3DH 100 0 0 29 Oct 2024
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation Zhendong Wang Zhiyu Li Ajay Mandlekar Zhenjia Xu Jiaojiao Fan ... Yuke Zhu Yogesh Balaji Mingyuan Zhou Xuan Li Yu Zeng 110 18 0 28 Oct 2024
Generative Example-Based Explanations: Bridging the Gap between Generative Modeling and Explainability Philipp Vaeth Alexander M. Fruehwald Benjamin Paassen Magda Gregorova GAN 58 0 0 28 Oct 2024
Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of Concept Grégoire Francisco Francesco P. Ramunno M. Georgoulis João Fernandes Teresa Barata Dario Del Moro DiffM VGen 46 0 0 28 Oct 2024
Absorb & Escape: Overcoming Single Model Limitations in Generating Genomic Sequences Zehui Li Yuhao Ni Guoxuan Xia W. Beardall Akashaditya Das Guy-Bart Stan Yiren Zhao 64 0 0 28 Oct 2024
CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians Chongjian Ge Chenfeng Xu Yuanfeng Ji C-T.John Peng Masayoshi Tomizuka Ping Luo Mingyu Ding Varun Jampani Weidong Zhan 3DGS 61 4 0 28 Oct 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design Xiangxin Zhou Jiaqi Guan Yunke Zhang Xingang Peng Liang Wang Jianzhu Ma 65 4 0 28 Oct 2024
Energy-Based Diffusion Language Models for Text Generation Minkai Xu Tomas Geffner Karsten Kreis Weili Nie Yilun Xu J. Leskovec Stefano Ermon Arash Vahdat DiffM 119 19 0 28 Oct 2024
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 96 3 0 28 Oct 2024
One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models Viacheslav Surkov Chris Wendler Antonio Mari Mikhail Terekhov Justin Deschenaux Robert West Çağlar Gülçehre David Bau VLM 130 13 0 28 Oct 2024
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 131 5 0 28 Oct 2024
On learning higher-order cumulants in diffusion models Gert Aarts Diaa E. Habibi Lei Wang K. Zhou 104 5 0 28 Oct 2024
TabDiff: a Multi-Modal Diffusion Model for Tabular Data Generation Juntong Shi Minkai Xu Harper Hua Hengrui Zhang Stefano Ermon J. Leskovec DiffM 47 9 0 27 Oct 2024
Kernel Approximation of Fisher-Rao Gradient Flows Jia Jie Zhu Alexander Mielke 155 6 0 27 Oct 2024
MusicFlow: Cascaded Flow Matching for Text Guided Music Generation K R Prajwal Bowen Shi Matthew Lee Apoorv Vyas Andros Tjandra ... Baishan Guo Huiyu Wang Triantafyllos Afouras David Kant Wei-Ning Hsu 82 5 0 27 Oct 2024
Hamiltonian Score Matching and Generative Flows Peter Holderrieth Yilun Xu Tommi Jaakkola 59 0 0 27 Oct 2024
Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns Ronghui Li Hongwen Zhang Yachao Zhang Yuxiang Zhang Youliang Zhang Jie Guo Yan Zhang Xiu Li Yebin Liu 105 9 0 27 Oct 2024
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model Jing Zhang Linjiajie Fang Kexin Shi Wenjia Wang Bing-Yi Jing OffRL 170 0 0 27 Oct 2024