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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
TD-Paint: Faster Diffusion Inpainting Through Time Aware Pixel Conditioning Tsiry Mayet Pourya Shamsolmoali Simon Bernard Eric Granger Romain Hérault Clément Chatelain DiffM 82 1 0 11 Oct 2024
Physics and Deep Learning in Computational Wave Imaging Youzuo Lin Shihang Feng J. Theiler Yinpeng Chen Umberto Villa Jing Rao John Greenhall Cristian Pantea M. Anastasio B. Wohlberg 65 1 0 10 Oct 2024
Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning Roberto Barceló Cristóbal Alcázar Felipe Tobar 93 4 0 10 Oct 2024
Scaling Laws For Diffusion Transformers Zhengyang Liang Hao He Ceyuan Yang Bo Dai 89 14 0 10 Oct 2024
RGM: Reconstructing High-fidelity 3D Car Assets with Relightable 3D-GS Generative Model from a Single Image Xiaoxue Chen Jv Zheng Hao Huang Haoran Xu Weihao Gu ... He xiang Huan-ang Gao Hao Zhao Guyue Zhou Yaqin Zhang 3DGS 65 2 0 10 Oct 2024
DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation Jiatao Gu Yuyang Wang Yizhe Zhang Qihang Zhang Dinghuai Zhang Navdeep Jaitly Josh Susskind Shuangfei Zhai DiffM 137 17 0 10 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 86 12 0 10 Oct 2024
$$\textit{Jump Your Steps}$: Optimizing Sampling Schedule of Discrete Diffusion Models$ $\textit{Jump Your Steps}$ : Optimizing Sampling Schedule of Discrete Diffusion Models Yong-Hyun Park Chieh-Hsin Lai Satoshi Hayakawa Yuhta Takida Yuki Mitsufuji 93 7 0 10 Oct 2024
Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation Jiahao Cui Hui Li Yao Yao Hao Zhu Hanlin Shang Kaihui Cheng Hang Zhou Siyu Zhu Jingdong Wang DiffM VGen 110 29 0 10 Oct 2024
FLIER: Few-shot Language Image Models Embedded with Latent Representations Zhinuo Zhou Peng Zhou Xiaoyong Pan VLM 40 0 0 10 Oct 2024
I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow Ruoyi Du Dongyang Liu Le Zhuo Qin Qi Hongsheng Li Zhanyu Ma Peng Gao 93 2 0 10 Oct 2024
Progressive Autoregressive Video Diffusion Models Desai Xie Zhan Xu Yicong Hong Hao Tan Difan Liu Feng Liu Arie E. Kaufman Yang Zhou DiffM VGen 127 15 0 10 Oct 2024
Diffusion Density Estimators Akhil Premkumar 61 1 0 09 Oct 2024
Jointly Generating Multi-view Consistent PBR Textures using Collaborative Control Shimon Vainer Konstantin Kutsy Dante De Nigris Ciara Rowles Slava Elizarov Simon Donné DiffM 112 3 0 09 Oct 2024
Rethinking the Evaluation of Visible and Infrared Image Fusion Dayan Guan Yixuan Wu Tianzhu Liu Alex C. Kot Yanfeng Gu 95 0 0 09 Oct 2024
G2D2: Gradient-guided Discrete Diffusion for image inverse problem solving Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Bac Nguyen Stefano Ermon Yuki Mitsufuji DiffM 104 2 0 09 Oct 2024
InstantIR: Blind Image Restoration with Instant Generative Reference Jen-Yuan Huang Haofan Wang Qixun Wang Xu Bai Hao Ai Peng-Fei Xing Jen-tse Huang 45 1 0 09 Oct 2024
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector Jinghan Li Yuan Gao Jinda Lu Sihang Li Congcong Wen Hui Lin Xiang Wang 136 3 0 09 Oct 2024
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning Qianli Ma Xuefei Ning Dongrui Liu Li Niu Linfeng Zhang MoMe 122 0 0 09 Oct 2024
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation Xinchen Zhang Ling Yang Ge Li Yaqi Cai Jiake Xie Yong Tang Yujiu Yang Mengdi Wang Bin Cui EGVM CoGe 115 11 0 09 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 200 102 0 09 Oct 2024
Chemistry-Inspired Diffusion with Non-Differentiable Guidance Yuchen Shen Chenhao Zhang Sijie Fu Chenghui Zhou Newell Washburn Barnabás Póczos 116 2 0 09 Oct 2024
Story-Adapter: A Training-free Iterative Framework for Long Story Visualization Jiawei Mao Xiaoke Huang Yunfei Xie Yuanqi Chang Mude Hui Bingjie Xu Yuyin Zhou VGen DiffM 121 4 0 08 Oct 2024
SD- $π$ XL: Generating Low-Resolution Quantized Imagery via Score Distillation Alexandre Binninger O. Sorkine-Hornung 93 1 0 08 Oct 2024
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach Sha Guo Zhuo Chen Yang Zhao Ning Zhang Xiaochen Li Lingyu Duan DiffM 140 5 0 08 Oct 2024
HyperDet: Generalizable Detection of Synthesized Images by Generating and Merging A Mixture of Hyper LoRAs Huangsen Cao Yongwei Wang Yinfeng Liu Sixian Zheng Kangtao Lv Zhimeng Zhang Bo Zhang Xin Ding Fei Wu 122 1 0 08 Oct 2024
CAP: Detecting Unauthorized Data Usage in Generative Models via Prompt Generation Daniela Gallo Angelica Liguori Ettore Ritacco Luca Caviglione Fabrizio Durante Giuseppe Manco 95 0 0 08 Oct 2024
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffM AAML 65 4 0 08 Oct 2024
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design Jiachen Li Qian Long Jian Zheng Xiaofeng Gao Robinson Piramuthu Wenhu Chen William Yang Wang VGen 128 26 0 08 Oct 2024
Pyramidal Flow Matching for Efficient Video Generative Modeling Yang Jin Zhicheng Sun Ningyuan Li Kun Xu K. Xu ... Nan Zhuang Quzhe Huang Yang Song Yadong Mu Zhouchen Lin VGen 168 87 0 08 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 100 9 0 08 Oct 2024
Leveraging Multimodal Diffusion Models to Accelerate Imaging with Side Information Timofey Efimov Harry Dong M. Shah Jeff P. Simmons S. Donegan Yuejie Chi DiffM MedIm 47 0 0 07 Oct 2024
CAR: Controllable Autoregressive Modeling for Visual Generation Ziyu Yao Jialin Li Yifeng Zhou Yong Liu Xi Jiang Chengjie Wang Feng Zheng Yuexian Zou Lei Li DiffM 149 15 0 07 Oct 2024
Density estimation with LLMs: a geometric investigation of in-context learning trajectories Toni J. B. Liu Nicolas Boullé Raphaël Sarfati Christopher Earls 91 1 0 07 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Cheng-i Wang Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 128 7 0 07 Oct 2024
Understanding and Imitating Human-Robot Motion with Restricted Visual Fields Maulik Bhatt HongHao Zhen Monroe Kennedy III Negar Mehr 84 0 0 07 Oct 2024
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Xue Liu Tianyu He Jiang Bian Renhe Jiang MedIm 254 4 0 07 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 83 0 0 07 Oct 2024
Low-Rank Continual Personalization of Diffusion Models Łukasz Staniszewski Katarzyna Zaleska Kamil Deja DiffM 103 0 0 07 Oct 2024
Unpacking Failure Modes of Generative Policies: Runtime Monitoring of Consistency and Progress Christopher Agia Rohan Sinha Jingyun Yang Zi-ang Cao Rika Antonova Marco Pavone Jeannette Bohg 94 9 0 06 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 80 0 0 06 Oct 2024
Compositional Diffusion Models for Powered Descent Trajectory Generation with Flexible Constraints Julia Briden Yilun Du Enrico M. Zucchelli Richard Linares 72 0 0 05 Oct 2024
Noise Crystallization and Liquid Noise: Zero-shot Video Generation using Image Diffusion Models Muhammad Haaris Khan Hadrien Reynaud Bernhard Kainz VGen DiffM 67 0 0 05 Oct 2024
AutoLoRA: AutoGuidance Meets Low-Rank Adaptation for Diffusion Models Artur Kasymov Marcin Sendera Michał Stypułkowski Maciej Ziȩba Przemysław Spurek 142 1 0 04 Oct 2024
Online Posterior Sampling with a Diffusion Prior Branislav Kveton Boris Oreshkin Youngsuk Park Aniket Deshmukh Rui Song DiffM 65 0 0 04 Oct 2024
Estimating Body and Hand Motion in an Ego-sensed World Brent Yi Vickie Ye Maya Zheng Lea Müller Georgios Pavlakos Yi Ma Jitendra Malik Angjoo Kanazawa DiffM 90 8 0 04 Oct 2024
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models Chumeng Liang Jiaxuan You 88 0 0 04 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 87 1 0 04 Oct 2024
VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning Han Lin Tushar Nagarajan Nicolas Ballas Mido Assran Mojtaba Komeili Joey Tianyi Zhou Koustuv Sinha AI4TS 114 5 0 04 Oct 2024
CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control Guy Tevet Sigal Raab S. Cohan Daniele Reda Zhengyi Luo Xue Bin Peng Amit H. Bermano M. van de Panne 94 19 0 04 Oct 2024