Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

50 / 1,469 papers shown

Title
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 49 1 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
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
in2IN: Leveraging individual Information to Generate Human INteractions Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera Jose J. García Rodríguez VGen DiffM 56 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 43 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 23 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 31 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
DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation Junkai Yan Yipeng Gao Q. Yang Xihan Wei Xuansong Xie Ancong Wu Wei-Shi Zheng 42 2 0 09 Apr 2024
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 39 5 0 08 Apr 2024
Mask-ControlNet: Higher-Quality Image Generation with An Additional Mask Prompt Zhiqi Huang Hui Xiong Haoyu Wang Longguang Wang Zhiheng Li DiffM 38 0 0 08 Apr 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly Lars Ankile Anthony Simeonov Idan Shenfeld Pulkit Agrawal LM&Ro 44 15 0 04 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 48 3 0 04 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 47 0 0 04 Apr 2024
Future-Proofing Class-Incremental Learning Quentin Jodelet Xin Liu Yin Jun Phua Tsuyoshi Murata VLM 54 2 0 04 Apr 2024
Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models Kyuyoung Kim Jongheon Jeong Minyong An Mohammad Ghavamzadeh Krishnamurthy Dvijotham Jinwoo Shin Kimin Lee EGVM 42 6 0 02 Apr 2024
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better En-hao Liu Junyi Zhu Zinan Lin Xuefei Ning Shuaiqi Wang ... Sergey Yekhanin Guohao Dai Huazhong Yang Yu Wang Yu Wang MoMe 57 4 0 02 Apr 2024
DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery Yixuan Zhu Ao Li Yansong Tang Wenliang Zhao Jie Zhou Jiwen Lu 44 2 0 01 Apr 2024
Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features Pietro Bonazzi Marie-Julie Rakatosaona Marco Cannici Federico Tombari Davide Scaramuzza 29 0 0 01 Apr 2024
Generating Content for HDR Deghosting from Frequency View Tao Hu Qingsen Yan Yuankai Qi Yanning Zhang 37 7 0 01 Apr 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality Kyotaro Tokoro Kazutoshi Akita Norimichi Ukita 33 4 0 28 Mar 2024
Egocentric Scene-aware Human Trajectory Prediction Weizhuo Wang Chenxi Liu Monroe Kennedy 51 0 0 27 Mar 2024
VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation Yang Chen Yingwei Pan Haibo Yang Ting Yao Tao Mei DiffM 44 18 0 25 Mar 2024
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation Owen Oertell Jonathan D. Chang Yiyi Zhang Kianté Brantley Wen Sun EGVM 46 4 0 25 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 23 0 25 Mar 2024
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Zhang DiffM 59 5 0 25 Mar 2024
Controlled Training Data Generation with Diffusion Models Teresa Yeo Andrei Atanov Harold Benoit Aleksandr Alekseev Ruchira Ray Pooya Esmaeil Akhoondi Amir Zamir 52 4 0 22 Mar 2024
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 55 11 0 21 Mar 2024
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text Roberto Henschel Levon Khachatryan Daniil Hayrapetyan Hayk Poghosyan Vahram Tadevosyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM VGen 101 78 0 21 Mar 2024
S2DM: Sector-Shaped Diffusion Models for Video Generation Haoran Lang Yuxuan Ge Zheng Tian DiffM VGen 43 0 0 20 Mar 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 47 10 0 19 Mar 2024
Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation Jingtao Sun Yaonan Wang Mingtao Feng Chao Ding Mike Zheng Shou Ajmal Mian DiffM 44 0 0 19 Mar 2024
Synthetic Image Generation in Cyber Influence Operations: An Emergent Threat? Melanie Mathys Marco Willi Michael Graber Raphael Meier 34 2 0 18 Mar 2024
DreamMotion: Space-Time Self-Similar Score Distillation for Zero-Shot Video Editing Hyeonho Jeong Jinho Chang Geon Yeong Park Jong Chul Ye DiffM VGen 33 13 0 18 Mar 2024
SceneSense: Diffusion Models for 3D Occupancy Synthesis from Partial Observation Alec Reed Brendan Crowe Doncey Albin Lorin Achey Bradley Hayes Christoffer Heckman DiffM 35 1 0 18 Mar 2024
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors Ruicheng Wang Jianfeng Xiang Jiaolong Yang Xin Tong DiffM 44 3 0 18 Mar 2024
Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors Yazid Janati Alain Durmus Eric Moulines Jimmy Olsson DiffM 51 7 0 18 Mar 2024
Boosting Flow-based Generative Super-Resolution Models via Learned Prior Li-Yuan Tsao Yi-Chen Lo Chia-Che Chang Hao-Wei Chen Roy Tseng Chien Feng Chun-Yi Lee SupR 37 4 0 16 Mar 2024
Giving a Hand to Diffusion Models: a Two-Stage Approach to Improving Conditional Human Image Generation Anton Pelykh Ozge Mercanoglu Richard Bowden DiffM 39 7 0 15 Mar 2024
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model Tao Wu Xuewei Li Zhongang Qi Di Hu Xintao Wang Ying Shan Xi Li 51 5 0 15 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 76 6 0 15 Mar 2024
Deep Limit Order Book Forecasting Antonio Briola Silvia Bartolucci T. Aste 48 3 0 14 Mar 2024
Envision3D: One Image to 3D with Anchor Views Interpolation Yatian Pang Tanghui Jia Yujun Shi Zhenyu Tang Junwu Zhang Xinhua Cheng Xing Zhou Francis E. H. Tay Li-xin Yuan 55 8 0 13 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 32 36 0 12 Mar 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 42 12 0 12 Mar 2024