Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 1,445 papers shown

Title
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 50 2 0 24 May 2024
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer Meng You Zhiyu Zhu Hui Liu Junhui Hou VGen DiffM 33 23 0 24 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 84 14 0 24 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 51 9 0 23 May 2024
Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization Zexi Li Lingzhi Gao Chao Wu AI4CE DiffM 55 3 0 23 May 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 55 2 0 23 May 2024
Cascade of phase transitions in the training of Energy-based models Dimitrios Bachtis Giulio Biroli A. Decelle Beatriz Seoane 42 4 0 23 May 2024
Curriculum Direct Preference Optimization for Diffusion and Consistency Models Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu N. Sebe Mubarak Shah EGVM 89 6 0 22 May 2024
Model Free Prediction with Uncertainty Assessment Yuling Jiao Lican Kang Jin Liu Heng Peng Heng Zuo DiffM 34 0 0 21 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 42 0 0 21 May 2024
Nonequilbrium physics of generative diffusion models Zhendong Yu Haiping Huang DiffM AI4CE 47 4 0 20 May 2024
Diffusion Models for Generating Ballistic Spacecraft Trajectories Tyler Presser Agnimitra Dasgupta Daniel Erwin Assad A. Oberai DiffM 41 3 0 20 May 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 53 9 0 20 May 2024
InterAct: Capture and Modelling of Realistic, Expressive and Interactive Activities between Two Persons in Daily Scenarios Yinghao Huang Leo Ho Dafei Qin Mingyi Shi Taku Komura VGen 50 1 0 19 May 2024
Discrete-state Continuous-time Diffusion for Graph Generation Zhe Xu Ruizhong Qiu Yuzhong Chen Huiyuan Chen Xiran Fan Menghai Pan Zhichen Zeng Mahashweta Das Hanghang Tong 53 10 0 19 May 2024
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification Ming Hu Siyuan Yan Peng Xia Feilong Tang Wenxue Li Peibo Duan Lin Zhang Zongyuan Ge MedIm 41 2 0 18 May 2024
ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing Ying Jin Pengyang Ling Xiao-wen Dong Pan Zhang Jiaqi Wang Dahua Lin 38 2 0 18 May 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 39 0 0 16 May 2024
Deep MMD Gradient Flow without adversarial training Alexandre Galashov Valentin De Bortoli Arthur Gretton DiffM 40 8 0 10 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
LatentColorization: Latent Diffusion-Based Speaker Video Colorization Rory Ward Dan Bigioi Shubhajit Basak John G. Breslin Peter Corcoran VGen DiffM 40 2 0 09 May 2024
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior Honghua Chen Chen Change Loy Xingang Pan 45 13 0 05 May 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 49 90 0 02 May 2024
Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields Yuhang Huang SHilong Zou Xinwang Liu K. Xu DiffM 64 0 0 02 May 2024
ADM: Accelerated Diffusion Model via Estimated Priors for Robust Motion Prediction under Uncertainties Jiahui Li Tianle Shen Zekai Gu Jiawei Sun Chengran Yuan Yuhang Han Shuo Sun Marcelo H. Ang DiffM 40 1 0 01 May 2024
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation Zhaojin Fu Zheng Chen Jinjiang Li Lu Ren MedIm 21 1 0 01 May 2024
Semantically Consistent Video Inpainting with Conditional Diffusion Models Dylan Green William Harvey Saeid Naderiparizi Matthew Niedoba Yunpeng Liu ... Vasileios Lioutas Setareh Dabiri Adam Scibior Berend Zwartsenberg Frank Wood DiffM 41 1 0 30 Apr 2024
TwinDiffusion: Enhancing Coherence and Efficiency in Panoramic Image Generation with Diffusion Models Teng Zhou Yongchuan Tang DiffM 48 2 0 30 Apr 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 56 2 0 30 Apr 2024
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models Song Mei 3DV AI4CE DiffM 45 11 0 29 Apr 2024
Generative Diffusion-based Downscaling for Climate Robbie A. Watt Laura A. Mansfield DiffM 35 3 0 27 Apr 2024
Causal Diffusion Autoencoders: Toward Counterfactual Generation via Diffusion Probabilistic Models Aneesh Komanduri Chengli Zhao Feng Chen Xintao Wu CML DiffM 40 5 0 27 Apr 2024
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity Yukui Hou Jin-Duk Park Won-Yong Shin 26 13 0 22 Apr 2024
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images Ali Naseh Katherine Thai Mohit Iyyer Amir Houmansadr 47 6 0 21 Apr 2024
SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities Kunato Nishina Yusuke Matsui 40 8 0 21 Apr 2024
MeshLRM: Large Reconstruction Model for High-Quality Meshes Xinyue Wei Kai Zhang Sai Bi Hao Tan Fujun Luan Valentin Deschaintre Kalyan Sunkavalli Hao Su Zexiang Xu AI4CE 110 74 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 58 5 0 18 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 46 16 0 17 Apr 2024
GazeHTA: End-to-end Gaze Target Detection with Head-Target Association Zhi-Yi Lin Jouh Yeong Chew Jan van Gemert Xucong Zhang 44 1 0 16 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 50 12 0 16 Apr 2024
Four-hour thunderstorm nowcasting using deep diffusion models of satellite Kuai Dai Xutao Li Junying Fang Yunming Ye Demin Yu Di Xian Danyu Qin Danyu Qin Jingsong Wang AI4Cl 45 1 0 16 Apr 2024
in2IN: Leveraging individual Information to Generate Human INteractions Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera Jose J. García Rodríguez VGen DiffM 51 7 0 15 Apr 2024
EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting Chia-Chen Lin Mahesh Reddy Guillaume Berger Michel Sarkis Fatih Porikli Ning Bi 38 2 0 15 Apr 2024
A Diffusion-based Data Generator for Training Object Recognition Models in Ultra-Range Distance Eran Bamani Eden Nissinman L. Koenigsberg Inbar Meir A. Sintov 41 0 0 15 Apr 2024
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models Zeyu Yang Peikun Guo Khadija Zanna Akane Sano Xiaoxue Yang Akane Sano DiffM 34 8 0 12 Apr 2024
Taming Stable Diffusion for Text to 360° Panorama Image Generation Cheng Zhang Qianyi Wu Camilo Cruz Gambardella Xiaoshui Huang Dinh Q. Phung Wanli Ouyang Jianfei Cai MDE 21 8 0 11 Apr 2024
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models Zewei Zhang Huan Liu Jun Chen Xiangyu Xu DiffM 34 9 0 10 Apr 2024
Move Anything with Layered Scene Diffusion Jiawei Ren Mengmeng Xu Jui-Chieh Wu Ziwei Liu Tao Xiang Antoine Toisoul 29 9 0 10 Apr 2024
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 77 56 0 10 Apr 2024
Quantum State Generation with Structure-Preserving Diffusion Model Yuchen Zhu Tianrong Chen Evangelos A. Theodorou Xie Chen Molei Tao DiffM 42 6 0 09 Apr 2024