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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
ContRail: A Framework for Realistic Railway Image Synthesis using ControlNet Andrei-Robert Alexandrescu Razvan-Gabriel Petec Alexandru Manole Laura-Silvia Diosan DiffM 112 0 0 09 Dec 2024
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale Baorui Ma Huachen Gao Haoge Deng Zhengxiong Luo Tiejun Huang Lulu Tang Xinlong Wang DiffM VGen 270 16 0 09 Dec 2024
On Diffusion Posterior Sampling via Sequential Monte Carlo for Zero-Shot Scaffolding of Protein Motifs James Matthew Young O. Deniz Akyildiz DiffM 129 1 0 08 Dec 2024
MDiFF: Exploiting Multimodal Score-based Diffusion Models for New Fashion Product Performance Forecasting Andrea Avogaro Luigi Capogrosso Franco Fummi Marco Cristani DiffM 187 0 0 07 Dec 2024
LMDM:Latent Molecular Diffusion Model For 3D Molecule Generation Xiang Chen DiffM 121 0 0 05 Dec 2024
AnyDressing: Customizable Multi-Garment Virtual Dressing via Latent Diffusion Models Xinghui Li Qichao Sun Pengze Zhang Fulong Ye Zhichao Liao Wanquan Feng Mingcong Liu Qian He DiffM 137 3 0 05 Dec 2024
Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization Jiangweizhi Peng Zhiwei Tang Gaowen Liu Charles Fleming Mingyi Hong 137 3 0 05 Dec 2024
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction George Webber Yuya Mizuno Oliver D. Howes A. Hammers A. King Andrew J. Reader MedIm DiffM 160 3 0 05 Dec 2024
Skel3D: Skeleton Guided Novel View Synthesis Aron Fóthi Bence Fazekas Natabara Máté Gyöngyössy Kristian Fenech 131 0 0 04 Dec 2024
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 183 0 0 04 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 122 1 0 04 Dec 2024
Human Multi-View Synthesis from a Single-View Model:Transferred Body and Face Representations Yu Feng Shunsi Zhang Jian Shu HanFeng Zhao Guoliang Pang Chi Zhang Hao Wang DiffM 117 0 0 04 Dec 2024
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Andreas Müller Denis Lukovnikov Jonas Thietke Asja Fischer Erwin Quiring AAML WIGM 473 6 0 04 Dec 2024
Navigation World Models Amir Bar G. Zhou Danny Tran Trevor Darrell Yann LeCun VGen EgoV 212 33 0 04 Dec 2024
Diffusion-based Visual Anagram as Multi-task Learning Zhiyuan Xu Yinhe Chen Huan-ang Gao Weiyan Zhao Guiyu Zhang Hao Zhao DiffM 150 5 0 03 Dec 2024
FoundHand: Large-Scale Domain-Specific Learning for Controllable Hand Image Generation Kefan Chen Chaerin Min Linguang Zhang Shreyas Hampali Cem Keskin Srinath Sridhar 143 0 0 03 Dec 2024
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators Tejumade Afonja Hui-Po Wang Raouf Kerkouche Mario Fritz SyDa 207 2 0 03 Dec 2024
Diffusion models learn distributions generated by complex Langevin dynamics Diaa E. Habibi Gert Aarts Lei Wang K. Zhou DiffM 132 2 0 02 Dec 2024
World-consistent Video Diffusion with Explicit 3D Modeling Qihang Zhang Shuangfei Zhai Miguel Angel Bautista Kevin Miao Alexander Toshev J. Susskind Jiatao Gu VGen 139 9 0 02 Dec 2024
SceneFactor: Factored Latent 3D Diffusion for Controllable 3D Scene Generation Alexey Bokhovkin Quan Meng Shubham Tulsiani Angela Dai DiffM 177 5 0 02 Dec 2024
CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion Kai He Chin-Hsuan Wu Igor Gilitschenski DiffM 3DGS 133 0 0 02 Dec 2024
XQ-GAN: An Open-source Image Tokenization Framework for Autoregressive Generation Xianrui Li Kai Qiu Hong Chen Jason Kuen Jiuxiang Gu Jiadong Wang Zhe Lin Bhiksha Raj VLM 216 9 0 02 Dec 2024
Generative modeling assisted simulation of measurement-altered quantum criticality Yuchen Zhu Molei Tao Yuebo Jin Xie Chen 103 1 0 02 Dec 2024
Hierarchical VAE with a Diffusion-based VampPrior Anna Kuzina Jakub M. Tomczak DiffM TPM BDL 127 3 0 02 Dec 2024
MFTF: Mask-free Training-free Object Level Layout Control Diffusion Model Shan Yang DiffM 85 0 0 02 Dec 2024
Memories of Forgotten Concepts M. Rusanovsky Shimon Malnick Amir Jevnisek Ohad Fried S. Avidan DiffM 143 1 0 01 Dec 2024
Learning to Forget using Hypernetworks Jose Miguel Lara Rangel Stefan Schoepf Jack Foster David M. Krueger Usman Anwar MU 165 1 0 01 Dec 2024
Energy-Based Prior Latent Space Diffusion model for Reconstruction of Lumbar Vertebrae from Thick Slice MRI Yanke Wang Yolanne Y. R. Lee Aurelio Dolfini Markus Reischl E. Konukoglu Kyriakos Flouris MedIm 104 0 0 30 Nov 2024
DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses Yatian Pang Bin Zhu Bin Lin Mingzhe Zheng Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan VGen 3DH 131 7 0 30 Nov 2024
Pretrained Reversible Generation as Unsupervised Visual Representation Learning Rongkun Xue Jinouwen Zhang Yazhe Niu Dazhong Shen Bingqi Ma Yu Liu Jing Yang 194 0 0 29 Nov 2024
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing Rong-Cheng Tu Wenhao Sun Zhao Jin Jingyi Liao Jiaxing Huang Dacheng Tao VGen DiffM 171 7 0 28 Nov 2024
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model Feng Liu Shiwei Zhang Xiaofeng Wang Yujie Wei Haonan Qiu Yuzhong Zhao Yingya Zhang Qixiang Ye Fang Wan VGen AI4TS 216 30 0 28 Nov 2024
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects Weimin Qiu Jieke Wang Meng Tang DiffM 185 1 0 28 Nov 2024
Any-Resolution AI-Generated Image Detection by Spectral Learning Dimitrios Karageorgiou Symeon Papadopoulos I. Kompatsiaris Efstratios Gavves 176 1 0 28 Nov 2024
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads Siqi Kou Jiachun Jin Chang Liu Ye Ma Jian Jia Quan Chen Peng Jiang Zhijie Deng Zhijie Deng DiffM VGen VLM 245 12 0 28 Nov 2024
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling J. Hyung Kinam Kim Susung Hong M. Kim Jaegul Choo VGen 156 4 0 27 Nov 2024
G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation Tianxing Chen Yao Mu Zhixuan Liang Z. Chen Shijia Peng ... Mingkun Xu R. Hu Han Zhang Xuelong Li Ping Luo AI4CE 211 10 0 27 Nov 2024
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 169 2 0 26 Nov 2024
MotionWavelet: Human Motion Prediction via Wavelet Manifold Learning Yuming Feng Zhiyang Dou Lawrence Yunliang Chen Yuan Liu Tianyu Li Jingbo Wang Zeyu Cao Wenping Wang Taku Komura Lingjie Liu 174 0 0 25 Nov 2024
COBRA: A Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Arabinda Kumar Choudhary Pawan Sinha Xin Li Khoa Luu CLL 141 0 0 25 Nov 2024
Exploring Discrete Flow Matching for 3D De Novo Molecule Generation Ian Dunn D. Koes 166 5 0 25 Nov 2024
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis Boming Miao Cuiping Li Xiaobei Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 126 0 0 25 Nov 2024
Characterized Diffusion Networks for Enhanced Autonomous Driving Trajectory Prediction Haoming Li 143 0 0 25 Nov 2024
Comparison of Generative Learning Methods for Turbulence Modeling Claudia Drygala Edmund Ross F. Mare Hanno Gottschalk AI4CE 158 3 0 25 Nov 2024
Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory Eric Hanchen Jiang Yasi Zhang Zhi Zhang Yixin Wan Andrew Lizarraga Shufan Li Ying Nian Wu DiffM 130 3 0 25 Nov 2024
NovelGS: Consistent Novel-view Denoising via Large Gaussian Reconstruction Model Jinpeng Liu Jiale Xu Weihao Cheng Yiming Gao Xinyu Wang Ying Shan Yansong Tang 3DGS DiffM 118 1 0 25 Nov 2024
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models Harsh Goel Sai Shankar Narasimhan Oguzhan Akcin Sandeep Chinchali DiffM 118 2 0 25 Nov 2024
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing Kaifeng Gao Jiaxin Shi Hanwang Zhang Chunping Wang Jun Xiao Long Chen VGen DiffM 211 4 0 25 Nov 2024
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 235 3 0 25 Nov 2024
Comparative Analysis of Diffusion Generative Models in Computational Pathology Denisha Thakkar Vincent Quoc-Huy Trinh Sonal Varma Samira Ebrahimi Kahou Hassan Rivaz Mahdi S. Hosseini MedIm 123 1 0 24 Nov 2024