Score-Based Generative Modeling through Stochastic Differential Equations

26 November 2020

Yang Song

Jascha Narain Sohl-Dickstein

Papers citing "Score-Based Generative Modeling through Stochastic Differential Equations"

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Title
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers Kai Shen Zeqian Ju Xu Tan Yanqing Liu Yichong Leng Lei He Tao Qin Sheng Zhao Jiang Bian DiffM 44 228 0 18 Apr 2023
Two-stage Denoising Diffusion Model for Source Localization in Graph Inverse Problems Bosong Huang Weihao Yu Ruzhong Xie Jing Xiao Jin Huang DiffM 26 3 0 18 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 144 1,023 0 18 Apr 2023
Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi Simon Kornblith Chitwan Saharia Mohammad Norouzi David J. Fleet VLM DiffM 45 298 0 17 Apr 2023
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems Ziruo Cai Junqi Tang Subhadip Mukherjee Jinglai Li Carola Bibiane Schönlieb Xiaoqun Zhang AI4CE 41 3 0 17 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 32 101 0 17 Apr 2023
Memory Efficient Diffusion Probabilistic Models via Patch-based Generation Shinei Arakawa Hideki Tsunashima Daichi Horita Keitaro Tanaka Shigeo Morishima DiffM 24 3 0 14 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Rui Pan Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 23 414 0 13 Apr 2023
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction Hansheng Chen Jiatao Gu Anpei Chen Wei Tian Zhuowen Tu Lingjie Liu Haoran Su VGen DiffM 61 147 0 13 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 46 29 0 13 Apr 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 36 77 0 13 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 34 90 0 13 Apr 2023
Accurate transition state generation with an object-aware equivariant elementary reaction diffusion model Chenru Duan Yuanqi Du Haojun Jia Heather J. Kulik DiffM 37 45 0 12 Apr 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views Siwei Zhang Qianli Ma Yan Zhang S. Aliakbarian Darren Cosker Siyu Tang EgoV 66 25 0 12 Apr 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 63 327 0 12 Apr 2023
SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models Ning Chen Jun Yue Leyuan Fang Shaobo Xia DiffM 33 58 0 12 Apr 2023
InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions Hanming Liang Wenqian Zhang Wenxu Li Jingyi Yu Lan Xu DiffM VGen 31 102 0 12 Apr 2023
Learned multiphysics inversion with differentiable programming and machine learning M. Louboutin Ziyi Yin Rafael Orozco Thomas J. Grady Ali Siahkoohi G. Rizzuti Philipp A. Witte O. Møyner Gerard Gorman Felix J. Herrmann AI4CE 34 10 0 12 Apr 2023
Diffusion Models for Constrained Domains N. Fishman Leo Klarner Valentin De Bortoli Emile Mathieu M. Hutchinson DiffM 40 35 0 11 Apr 2023
Generative modeling for time series via Schr{ö}dinger bridge Mohamed Hamdouche P. Henry-Labordère H. Pham AI4TS DiffM OT 41 11 0 11 Apr 2023
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI Zhuoxu Cui Chentao Cao Yue Wang Seng Jia Jing Cheng Xin Liu Hairong Zheng Dong Liang Yanjie Zhu MedIm DiffM 27 9 0 11 Apr 2023
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond Mohammadreza Armandpour A. Sadeghian Huangjie Zheng Amir Sadeghian Mingyuan Zhou DiffM 23 123 0 11 Apr 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 37 13 0 10 Apr 2023
Reflected Diffusion Models Aaron Lou Stefano Ermon 36 51 0 10 Apr 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 43 15 0 10 Apr 2023
Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models Nikita Starodubcev Dmitry Baranchuk Valentin Khrulkov Artem Babenko DiffM 54 4 0 10 Apr 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 57 33 0 09 Apr 2023
Deep Generative Modeling with Backward Stochastic Differential Equations Xingcheng Xu PINN 32 0 0 08 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 41 0 0 08 Apr 2023
DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models Mohamed Amine Ketata Cedrik Laue R. Mammadov Hannes Stärk Menghua Wu Gabriele Corso Ćeline Marquet Regina Barzilay Tommi Jaakkola 28 47 0 08 Apr 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu Yujian Liu Handong Zhao T. Bui Zhe Lin Yang Zhang Shiyu Chang DiffM 47 45 0 07 Apr 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 41 10 0 07 Apr 2023
Anomaly Detection via Gumbel Noise Score Matching Ahsan Mahmood Junier Oliva Martin Styner 31 1 0 06 Apr 2023
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models Yunxiang Li H. Shao Xiao Liang Liyuan Chen Ruiqi Li Steve B. Jiang Jing Wang You Zhang MedIm DiffM 27 46 0 05 Apr 2023
GenPhys: From Physical Processes to Generative Models Ziming Liu Di Luo Yilun Xu Tommi Jaakkola M. Tegmark AI4CE 35 14 0 05 Apr 2023
Generative Novel View Synthesis with 3D-Aware Diffusion Models E. R. Chan Koki Nagano Matthew A. Chan Alexander W. Bergman Jeong Joon Park A. Levy M. Aittala Shalini De Mello Tero Karras Gordon Wetzstein DiffM 34 233 0 05 Apr 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies Moritz Reuss M. Li Xiaogang Jia Rudolf Lioutikov DiffM 58 159 0 05 Apr 2023
EigenFold: Generative Protein Structure Prediction with Diffusion Models Bowen Jing Ezra Erives Peter Pao-Huang Gabriele Corso Bonnie Berger Tommi Jaakkola DiffM 28 66 0 05 Apr 2023
A Diffusion-based Method for Multi-turn Compositional Image Generation Chao Wang DiffM 38 3 0 05 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 46 7 0 04 Apr 2023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion Gwanghyun Kim Jinhyun Jang S. Chun DiffM 39 13 0 04 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 43 50 0 04 Apr 2023
Fully Variational Noise-Contrastive Estimation Christopher Zach BDL DRL 22 2 0 04 Apr 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 44 44 0 04 Apr 2023
Text-Conditioned Sampling Framework for Text-to-Image Generation with Masked Generative Models Jaewoong Lee Sang-Sub Jang Jaehyeong Jo Jaehong Yoon Yunji Kim Jin-Hwa Kim Jung-Woo Ha Sung Ju Hwang DiffM 37 4 0 04 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo Zhang Bo Dai DiffM 42 178 0 03 Apr 2023
ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis Xuanang Xu S. Kapse Rajarsi R. Gupta Prateek Prasanna DiffM MedIm 27 17 0 03 Apr 2023
Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling Stefano Peluchetti OT DiffM 24 50 0 03 Apr 2023
AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models Yuancheng Wang Zeqian Ju Xuejiao Tan Lei He Zhizheng Wu Jiang Bian Sheng Zhao DiffM 19 48 0 03 Apr 2023
Diffusion map particle systems for generative modeling Fengyi Li Youssef Marzouk DiffM 31 4 0 01 Apr 2023