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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
LASERS: LAtent Space Encoding for Representations with Sparsity for Generative Modeling Xin Li Anand Sarwate 56 0 0 16 Sep 2024
GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion Vitor Campagnolo Guizilini P. Tokmakov Achal Dave Rares Andrei Ambrus DiffM 75 2 0 15 Sep 2024
Towards Kinetic Manipulation of the Latent Space Diego Porres 67 0 0 15 Sep 2024
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through $f$ -divergence Minimization Haoyuan Sun Bo Xia Yongzhe Chang Xueqian Wang EGVM 67 6 0 15 Sep 2024
EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models Yupeng Chen Penglin Chen Xiaoyu Zhang Yixian Huang Qian Xie DiffM 106 1 0 15 Sep 2024
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models Tingwei Meng Zongren Zou Jérome Darbon George Karniadakis DiffM 88 2 0 15 Sep 2024
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 126 0 0 15 Sep 2024
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model Xingxing Wei Caixin Kang Yinpeng Dong Ziyi Wang Shouwei Ruan Yubo Chen Hang Su AAML DiffM 73 3 0 14 Sep 2024
Beta-Sigma VAE: Separating beta and decoder variance in Gaussian variational autoencoder Seunghwan Kim Seungkyu Lee DRL 60 0 0 14 Sep 2024
Improving Robustness of Diffusion-Based Zero-Shot Speech Synthesis via Stable Formant Generation C. Han Seokgi Lee Gyuhyeon Nam Gyeongsu Chae DiffM 466 0 0 14 Sep 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 75 7 0 13 Sep 2024
A Diffusion Approach to Radiance Field Relighting using Multi-Illumination Synthesis Yohan Poirier-Ginter Alban Gauthier Julien Philip Jean-François Lalonde G. Drettakis 102 13 0 13 Sep 2024
Think Twice Before You Act: Improving Inverse Problem Solving With MCMC Y. Zhu Zehao Dou Haoxin Zheng Yasi Zhang Ying Nian Wu Ruiqi Gao DiffM 66 7 0 13 Sep 2024
Enhancing Privacy in ControlNet and Stable Diffusion via Split Learning Dixi Yao 72 0 0 13 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 62 0 0 13 Sep 2024
Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights Dixi Yao 62 1 0 13 Sep 2024
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling Nebiyou Yismaw Ulugbek S. Kamilov M. Salman Asif DiffM 90 0 0 13 Sep 2024
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling Vivek Oommen Aniruddha Bora Zhen Zhang George Karniadakis DiffM 132 19 0 13 Sep 2024
Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning Hanyang Zhao Haoxian Chen Ji Zhang David D. Yao Wenpin Tang 136 5 0 12 Sep 2024
360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation Hai Wang Jing-Hao Xue 84 1 0 12 Sep 2024
Touch2Touch: Cross-Modal Tactile Generation for Object Manipulation Samanta Rodriguez Yiming Dou Miquel Oller Andrew Owens Nima Fazeli DiffM 93 8 0 12 Sep 2024
Improving Virtual Try-On with Garment-focused Diffusion Models Siqi Wan Yehao Li Jingwen Chen Yingwei Pan Ting Yao Yang Cao Tao Mei DiffM 77 10 0 12 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 103 3 1 12 Sep 2024
Theoretical guarantees in KL for Diffusion Flow Matching Marta Gentiloni Silveri Giovanni Conforti Alain Durmus 85 3 0 12 Sep 2024
Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation Junsung Lee Minsoo Kang Bohyung Han DiffM VLM 45 3 0 12 Sep 2024
Critically Damped Third-Order Langevin Dynamics Benjamin Sterling Monica Bugallo 78 0 0 12 Sep 2024
LT3SD: Latent Trees for 3D Scene Diffusion Quan Meng Lei Li Matthias Nießner Angela Dai 174 14 0 12 Sep 2024
FreeEnhance: Tuning-Free Image Enhancement via Content-Consistent Noising-and-Denoising Process Yang Luo Y. Zhang Zhaofan Qiu Ting Yao Zhineng Chen Yu-Gang Jiang Tao Mei DiffM 86 5 0 11 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 120 14 0 11 Sep 2024
What happens to diffusion model likelihood when your model is conditional? Mattias Cross Anton Ragni DiffM 77 0 0 10 Sep 2024
Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning P. Milanfar M. Delbracio AI4CE 140 11 0 10 Sep 2024
DECOLLAGE: 3D Detailization by Controllable, Localized, and Learned Geometry Enhancement Qimin Chen Zhiqin Chen Vladimir G. Kim Noam Aigerman Hao Zhang Siddhartha Chaudhuri 105 4 0 10 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 121 2 0 10 Sep 2024
DiffusionPen: Towards Controlling the Style of Handwritten Text Generation Konstantina Nikolaidou George Retsinas Giorgos Sfikas Marcus Liwicki DiffM 87 3 0 09 Sep 2024
SongCreator: Lyrics-based Universal Song Generation Shun Lei Yixuan Zhou Boshi Tang Max W. Y. Lam Feng Liu Hangyu Liu Jingcheng Wu Shiyin Kang Zhiyong Wu Helen Meng 101 8 0 09 Sep 2024
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 97 5 0 09 Sep 2024
Latent 3D Brain MRI Counterfactual Wei Peng Tian Xia Fabio De Sousa Ribeiro Tomas Bosschieter Ehsan Adeli Qingyu Zhao Ben Glocker K. Pohl CML MedIm 92 1 0 09 Sep 2024
BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design Yannick Vogt Mehdi Naouar M. Kalweit Christoph Cornelius Miething Justus Duyster Joschka Boedecker Gabriel Kalweit DiffM 80 0 0 09 Sep 2024
A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression Nora Hofer Rainer Bohme MedIm 58 4 0 09 Sep 2024
CipherDM: Secure Three-Party Inference for Diffusion Model Sampling Xin Zhao Xiaojun Chen Xinyu Chen He Li Tingyu Fan Zhendong Zhao 82 1 0 09 Sep 2024
Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks Farah Alsafadi Aidan Furlong Xu Wu UQCV AI4CE 105 3 0 09 Sep 2024
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning Jiahao Lai Jiaqiang Li Jian Xu Yanru Wu Boshi Tang Siqi Chen Yongfeng Huang Wenbo Ding Yang Li FedML 191 0 0 09 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 152 0 0 07 Sep 2024
Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao Jiale Zha X. Zhou DiffM 75 3 0 07 Sep 2024
SpotActor: Training-Free Layout-Controlled Consistent Image Generation Jiahao Wang Caixia Yan Weizhan Zhang Haonan Lin Mengmeng Wang Guang Dai Tieliang Gong Hao Sun Jingdong Wang DiffM 69 2 0 07 Sep 2024
Algorithmic Scenario Generation as Quality Diversity Optimization Stefanos Nikolaidis 59 1 0 07 Sep 2024
Multi-Modal Diffusion for Hand-Object Grasp Generation Jinkun Cao Jingyuan Liu Kris Kitani Yi Zhou 66 3 0 06 Sep 2024
Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance Renming Huang Shaochong Liu Yunqiang Pei Peng Wang Guoqing Wang Yang Yang Hengtao Shen OffRL 90 0 0 06 Sep 2024
DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation Wenliang Zhao Haolin Wang Jie Zhou Jiwen Lu DiffM 59 3 0 05 Sep 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 137 1 0 05 Sep 2024