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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
Learning Iterative Reasoning through Energy Diffusion Yilun Du Jiayuan Mao Joshua B. Tenenbaum LRM PINN 99 9 0 17 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 183 7 0 17 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 227 42 0 17 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 163 5 0 17 Jun 2024
Exploiting Diffusion Prior for Out-of-Distribution Detection Armando Zhu Jiabei Liu Keqin Li Shuying Dai Bo Hong Peng Zhao Changsong Wei 114 9 0 16 Jun 2024
An Analysis on Quantizing Diffusion Transformers Yuewei Yang Jialiang Wang Xiaoliang Dai Peizhao Zhang Hongbo Zhang MQ 113 1 0 16 Jun 2024
ViD-GPT: Introducing GPT-style Autoregressive Generation in Video Diffusion Models Kaifeng Gao Jiaxin Shi Hanwang Zhang Chunping Wang Jun Xiao DiffM VGen 133 15 0 16 Jun 2024
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft Ian Vyse Rishit Dagli Dav Vrat Chadha John P. Ma Hector Chen ... Iliya Shofman Coby Silayan Reid Sox-Harris Shuhan Zheng Khang Nguyen 75 0 0 15 Jun 2024
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space Mohamed Amine Ketata Nicholas Gao Johanna Sommer Tom Wollschlager Stephan Günnemann DiffM 117 2 0 15 Jun 2024
PID: Prompt-Independent Data Protection Against Latent Diffusion Models Ang Li Yichuan Mo Mingjie Li Yisen Wang AAML 79 2 0 14 Jun 2024
ControlVAR: Exploring Controllable Visual Autoregressive Modeling Xiang Li Kai Qiu Hao Chen Jason Kuen Zhe Lin Rita Singh Bhiksha Raj DiffM 97 27 0 14 Jun 2024
Rethinking Score Distillation as a Bridge Between Image Distributions David McAllister Songwei Ge Jia-Bin Huang David W. Jacobs Alexei A. Efros Aleksander Holyñski Angjoo Kanazawa DiffM 102 15 0 13 Jun 2024
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models Qihao Liu Zhanpeng Zeng Ju He Qihang Yu Xiaohui Shen Liang-Chieh Chen 113 22 0 13 Jun 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 98 12 0 13 Jun 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation Sumukh K. Aithal Pratyush Maini Zachary Chase Lipton J. Zico Kolter DiffM 80 25 0 13 Jun 2024
Advancing Graph Generation through Beta Diffusion Yilin He Xinyang Liu Bo Chen Mingyuan Zhou DiffM 57 1 0 13 Jun 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models Ziyi Wu Yulia Rubanova Rishabh Kabra Drew A. Hudson Igor Gilitschenski Yusuf Aytar Sjoerd van Steenkiste Kelsey R. Allen Thomas Kipf VGen DiffM 107 9 0 13 Jun 2024
Language-driven Grasp Detection An Dinh Vuong Minh Nhat Vu Baoru Huang Nghia Nguyen Hieu Le T. Vo Anh Nguyen VLM 118 19 0 13 Jun 2024
Generative vs. Discriminative modeling under the lens of uncertainty quantification Elouan Argouarc'h François Desbouvries Eric Barat Eiji Kawasaki UQCV 78 0 0 13 Jun 2024
DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning Xuemin Hu Shen Li Yingfen Xu Bo Tang Long Chen 59 0 0 13 Jun 2024
Preserving Identity with Variational Score for General-purpose 3D Editing Duong H. Le Tuan Pham Aniruddha Kembhavi Stephan Mandt Wei-Chiu Ma Jiasen Lu 84 0 0 13 Jun 2024
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing Jiangshan Wang Yue Ma Jiayi Guo Yicheng Xiao Gao Huang Xiu Li DiffM 115 24 0 13 Jun 2024
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality Tianle Zhang Langtian Ma Yuchen Yan Yuchen Zhang Kai Wang ... Wenqi Shao Yang You Yu Qiao Ping Luo Kaipeng Zhang VGen 147 2 0 13 Jun 2024
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency Maor Dikter Tsachi Blau Chaim Baskin 130 0 0 13 Jun 2024
DenoiseReID: Denoising Model for Representation Learning of Person Re-Identification Zhengrui Xu Guan’an Wang Xiaowen Huang Jitao Sang 88 0 0 13 Jun 2024
Operator-Informed Score Matching for Markov Diffusion Models Zheyang Shen Huihui Wang Marina Riabiz Chris J. Oates DiffM 150 0 0 13 Jun 2024
Pandora: Towards General World Model with Natural Language Actions and Video States Jiannan Xiang Guangyi Liu Yi Gu Qiyue Gao Yuting Ning ... Shibo Hao Yemin Shi Zhengzhong Liu Eric P. Xing Zhiting Hu VGen 151 43 0 12 Jun 2024
Diff-A-Riff: Musical Accompaniment Co-creation via Latent Diffusion Models J. Nistal Marco Pasini Cyran Aouameur M. Grachten Stefan Lattner DiffM 105 19 0 12 Jun 2024
Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata Dongsu Zhang Francis Williams Zan Gojcic Karsten Kreis Sanja Fidler Young Min Kim Amlan Kar 3DV 3DPC 69 0 0 12 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 97 11 0 12 Jun 2024
Ablation Based Counterfactuals Zheng Dai David K Gifford 62 0 0 12 Jun 2024
Object-level Scene Deocclusion Zhengzhe Liu Qing Liu Chirui Chang Jianming Zhang D. Pakhomov Haitian Zheng Zhe Lin Daniel Cohen-Or Chi-Wing Fu 67 3 0 11 Jun 2024
Simple and Effective Masked Diffusion Language Models Subham Sekhar Sahoo Marianne Arriola Yair Schiff Aaron Gokaslan Edgar Marroquin Justin T Chiu Alexander M. Rush Volodymyr Kuleshov DiffM 118 123 0 11 Jun 2024
Instant 3D Human Avatar Generation using Image Diffusion Models Nikos Kolotouros Thiemo Alldieck Enric Corona Eduard Gabriel Bazavan C. Sminchisescu 110 9 0 11 Jun 2024
Understanding Visual Concepts Across Models Brandon Trabucco Max Gurinas Kyle Doherty Ruslan Salakhutdinov VLM 75 0 0 11 Jun 2024
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection Hang Yao Ming-Yu Liu Haolin Wang Zhicun Yin Zifei Yan Xiaopeng Hong W. Zuo 118 20 0 11 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 133 4 0 11 Jun 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models Athanasios Tragakis Marco Aversa Chaitanya Kaul Roderick Murray-Smith Daniele Faccio 110 2 0 11 Jun 2024
Haptic Repurposing with GenAI Haoyu Wang 74 0 0 11 Jun 2024
RecMoDiffuse: Recurrent Flow Diffusion for Human Motion Generation Mirgahney Mohamed Harry Jake Cunningham M. Deisenroth Lourdes Agapito DiffM 69 0 0 11 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 145 3 0 11 Jun 2024
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising Zigeng Chen Xinyin Ma Gongfan Fang Zhenxiong Tan Xinchao Wang 114 10 0 11 Jun 2024
Cometh: A continuous-time discrete-state graph diffusion model Antoine Siraudin Fragkiskos D. Malliaros Christopher Morris 78 6 0 10 Jun 2024
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization Yi Gu Zhendong Wang Yueqin Yin Yujia Xie Mingyuan Zhou 100 17 0 10 Jun 2024
ExtraNeRF: Visibility-Aware View Extrapolation of Neural Radiance Fields with Diffusion Models Meng-Li Shih Wei-Chiu Ma Aleksander Holyñski Forrester Cole Brian L. Curless Janne Kontkanen 60 3 0 10 Jun 2024
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks Victor Boutin Rishav Mukherji Aditya Agrawal Sabine Muzellec Thomas Fel Thomas Serre Rufin VanRullen DiffM 144 1 0 10 Jun 2024
OmniControlNet: Dual-stage Integration for Conditional Image Generation Yilin Wang Haiyang Xu Xiang Zhang Zeyuan Chen Zhizhou Sha Zirui Wang Zhuowen Tu VLM 88 15 0 09 Jun 2024
Improving Antibody Design with Force-Guided Sampling in Diffusion Models Paulina Kulyt.e Francisco Vargas Simon Mathis Yu Guang Wang Jose Miguel Hernandez-Lobato Pietro Liò DiffM 109 7 0 09 Jun 2024
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen Zizheng Pan Jianfei Cai Dinh Q. Phung 91 1 0 09 Jun 2024
Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models P. W. Shin Jihyun Janice Ahn Wenpeng Yin Jack Sampson Vijaykrishnan Narayanan 61 3 0 09 Jun 2024