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Score-Based Generative Modeling through Stochastic Differential
  Equations
v1v2 (latest)

Score-Based Generative Modeling through Stochastic Differential Equations

26 November 2020
Yang Song
Jascha Narain Sohl-Dickstein
Diederik P. Kingma
Abhishek Kumar
Stefano Ermon
Ben Poole
    DiffMSyDa
ArXiv (abs)PDFHTML

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

50 / 4,587 papers shown
Title
Accelerating Diffusion Models with Parallel Sampling: Inference at
  Sub-Linear Time Complexity
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
Haoxuan Chen
Yinuo Ren
Lexing Ying
Grant M. Rotskoff
100
23
0
24 May 2024
ExactDreamer: High-Fidelity Text-to-3D Content Creation via Exact Score
  Matching
ExactDreamer: High-Fidelity Text-to-3D Content Creation via Exact Score Matching
Yumin Zhang
Xingyu Miao
Haoran Duan
Bo Wei
Tejal Shah
Yang Long
R. Ranjan
59
3
0
24 May 2024
Score Distillation via Reparametrized DDIM
Score Distillation via Reparametrized DDIM
Artem Lukoianov
Haitz Sáez de Ocáriz Borde
Kristjan Greenewald
Vitor Campagnolo Guizilini
Timur M. Bagautdinov
Vincent Sitzmann
Justin Solomon
DiffM
105
19
0
24 May 2024
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and
  Video Generation
Scaling Diffusion Mamba with Bidirectional SSMs for Efficient Image and Video Generation
Shentong Mo
Yapeng Tian
Mamba
107
18
0
24 May 2024
Score-based generative models are provably robust: an uncertainty
  quantification perspective
Score-based generative models are provably robust: an uncertainty quantification perspective
Nikiforos Mimikos-Stamatopoulos
Benjamin J. Zhang
Markos A. Katsoulakis
DiffM
89
7
0
24 May 2024
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear
  Inverse Problems
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems
Lorenzo Baldassari
Ali Siahkoohi
Josselin Garnier
K. Sølna
Maarten V. de Hoop
DiffM
129
2
0
24 May 2024
Nonlinear denoising score matching for enhanced learning of structured
  distributions
Nonlinear denoising score matching for enhanced learning of structured distributions
Jeremiah Birrell
Markos A. Katsoulakis
Luc Rey-Bellet
Benjamin J. Zhang
Wei-wei Zhu
DiffM
58
1
0
24 May 2024
Out of Many, One: Designing and Scaffolding Proteins at the Scale of the
  Structural Universe with Genie 2
Out of Many, One: Designing and Scaffolding Proteins at the Scale of the Structural Universe with Genie 2
Yeqing Lin
Minji Lee
Zhao Zhang
Mohammed AlQuraishi
DiffM
83
20
0
24 May 2024
Text-guided 3D Human Motion Generation with Keyframe-based Parallel Skip
  Transformer
Text-guided 3D Human Motion Generation with Keyframe-based Parallel Skip Transformer
Zichen Geng
Caren Han
Zeeshan Hayder
Jian Liu
Mubarak Shah
Ajmal Mian
63
4
0
24 May 2024
SoundLoCD: An Efficient Conditional Discrete Contrastive Latent
  Diffusion Model for Text-to-Sound Generation
SoundLoCD: An Efficient Conditional Discrete Contrastive Latent Diffusion Model for Text-to-Sound Generation
Xinlei Niu
Jing Zhang
Christian J. Walder
Charles Patrick Martin
52
2
0
24 May 2024
Towards Understanding the Working Mechanism of Text-to-Image Diffusion
  Model
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
Mingyang Yi
Aoxue Li
Yi Xin
Zhenguo Li
DiffM
132
13
0
24 May 2024
Enhancing Text-to-Image Editing via Hybrid Mask-Informed Fusion
Enhancing Text-to-Image Editing via Hybrid Mask-Informed Fusion
Aoxue Li
Mingyang Yi
Zhenguo Li
DiffM
79
0
0
24 May 2024
Defensive Unlearning with Adversarial Training for Robust Concept
  Erasure in Diffusion Models
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
Yimeng Zhang
Xin Chen
Jinghan Jia
Yihua Zhang
Chongyu Fan
Jiancheng Liu
Mingyi Hong
Ke Ding
Sijia Liu
DiffM
119
68
0
24 May 2024
Diffusion Actor-Critic with Entropy Regulator
Diffusion Actor-Critic with Entropy Regulator
Yinuo Wang
Likun Wang
Yuxuan Jiang
Wenjun Zou
Tong Liu
...
Wenxuan Wang
Liming Xiao
Jiang Wu
Jingliang Duan
Shengbo Eben Li
DiffM
135
17
0
24 May 2024
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
Meng You
Zhiyu Zhu
Hui Liu
Junhui Hou
VGenDiffM
108
25
0
24 May 2024
Learning to Discretize Denoising Diffusion ODEs
Learning to Discretize Denoising Diffusion ODEs
Vinh Tong
Hoang Trung-Dung
Anji Liu
Guy Van den Broeck
Mathias Niepert
DiffM
136
6
0
24 May 2024
Diffusion Bridge Implicit Models
Diffusion Bridge Implicit Models
Kaiwen Zheng
Guande He
Jianfei Chen
Fan Bao
Jun Zhu
DiffM
181
18
0
24 May 2024
DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception
DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception
Run Luo
Yunshui Li
Longze Chen
Wanwei He
Ting-En Lin
...
Zikai Song
Xiaobo Xia
Tongliang Liu
Min Yang
Binyuan Hui
VLMDiffM
188
22
0
24 May 2024
SFDDM: Single-fold Distillation for Diffusion models
SFDDM: Single-fold Distillation for Diffusion models
Chi Hong
Jiyue Huang
Robert Birke
Dick H. J. Epema
Stefanie Roos
Lydia Y. Chen
67
1
0
23 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis
Improved Distribution Matching Distillation for Fast Image Synthesis
Tianwei Yin
Michael Gharbi
Taesung Park
Richard Zhang
Eli Shechtman
Frédo Durand
William T. Freeman
DiffM
143
127
0
23 May 2024
Video Diffusion Models are Training-free Motion Interpreter and
  Controller
Video Diffusion Models are Training-free Motion Interpreter and Controller
Zeqi Xiao
Yifan Zhou
Shuai Yang
Xingang Pan
VGen
122
24
0
23 May 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical
  Image-to-Image Generation
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation
Hongxu Jiang
Muhammad Imran
Linhai Ma
Teng Zhang
Yuyin Zhou
Muxua Liang
Kuang Gong
Wei Shao
DiffMMedIm
70
16
0
23 May 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image
  Editing
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
Ling Yang
Bo-Wen Zeng
Jiaming Liu
Hong Li
Minghao Xu
Wentao Zhang
Shuicheng Yan
DiffM
86
16
0
23 May 2024
Metric Flow Matching for Smooth Interpolations on the Data Manifold
Metric Flow Matching for Smooth Interpolations on the Data Manifold
Kacper Kapusniak
Peter Potaptchik
Teodora Reu
Leo Zhang
Alexander Tong
Michael M. Bronstein
A. Bose
Francesco Di Giovanni
82
22
0
23 May 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
Zhicheng Sun
Zhenhao Yang
Yang Jin
Haozhe Chi
Kun Xu
...
Hao Jiang
Di Zhang
Yang Song
Kun Gai
Yadong Mu
106
4
0
23 May 2024
Fisher Flow Matching for Generative Modeling over Discrete Data
Fisher Flow Matching for Generative Modeling over Discrete Data
Oscar Davis
Samuel Kessler
Mircea Petrache
.Ismail .Ilkan Ceylan
Michael M. Bronstein
A. Bose
103
21
0
23 May 2024
Regressor-free Molecule Generation to Support Drug Response Prediction
Regressor-free Molecule Generation to Support Drug Response Prediction
Kun Li
Xiuwen Gong
Shirui Pan
Hongzhi Zhang
Bo Du
Wenbin Hu
68
1
0
23 May 2024
Multistable Shape from Shading Emerges from Patch Diffusion
Multistable Shape from Shading Emerges from Patch Diffusion
Xinran Nicole Han
T. Zickler
Ko Nishino
DiffM
71
3
0
23 May 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models
Seyedmorteza Sadat
Jakob Buhmann
Derek Bradley
Otmar Hilliges
Romann M. Weber
150
9
0
23 May 2024
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in
  Street Scenes
MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
Ruiyuan Gao
Kai Chen
Zhihao Li
Lanqing Hong
Zhenguo Li
Qiang Xu
VGen
107
35
0
23 May 2024
PipeFusion: Displaced Patch Pipeline Parallelism for Inference of
  Diffusion Transformer Models
PipeFusion: Displaced Patch Pipeline Parallelism for Inference of Diffusion Transformer Models
Jiannan Wang
Jiarui Fang
Aoyu Li
PengCheng Yang
AI4CE
110
8
0
23 May 2024
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
Guanxiong Luo
Shoujin Huang
M. Uecker
MedIm
148
2
0
23 May 2024
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
Yao Teng
Yue Wu
Han Shi
Xuefei Ning
Guohao Dai
Yu Wang
Zhenguo Li
Xihui Liu
Mamba
107
42
0
23 May 2024
Survey on Visual Signal Coding and Processing with Generative Models:
  Technologies, Standards and Optimization
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization
Zhibo Chen
Heming Sun
Li Zhang
Fan Zhang
106
3
0
23 May 2024
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural
  Networks
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks
Bum Jun Kim
Yoshinobu Kawahara
Sang Woo Kim
AI4TS
65
1
0
23 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models
Enhancing Image Layout Control with Loss-Guided Diffusion Models
Zakaria Patel
Kirill Serkh
DiffM
71
3
0
23 May 2024
Measurement Embedded Schrödinger Bridge for Inverse Problems
Measurement Embedded Schrödinger Bridge for Inverse Problems
Yuang Wang
Pengfei Jin
Siyeop Yoon
Matthew Tivnan
Quanzheng Li
Li Zhang
Dufan Wu
33
0
0
23 May 2024
Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising
Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising
Mojtaba Bemana
Thomas Leimkuhler
K. Myszkowski
Hans-Peter Seidel
Tobias Ritschel
DiffM
82
2
0
23 May 2024
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors
Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors
Émile Pierret
Bruno Galerne
DiffM
100
3
0
23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models
AdjointDEIS: Efficient Gradients for Diffusion Models
Zander W. Blasingame
Chen Liu
DiffM
154
5
0
23 May 2024
TerDiT: Ternary Diffusion Models with Transformers
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
120
3
0
23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI
A Survey on Vision-Language-Action Models for Embodied AI
Yueen Ma
Zixing Song
Yuzheng Zhuang
Jianye Hao
Irwin King
LM&Ro
333
54
0
23 May 2024
Watermarking Generative Tabular Data
Watermarking Generative Tabular Data
Hengzhi He
Peiyu Yu
Junpeng Ren
Ying Nian Wu
Guang Cheng
114
5
0
22 May 2024
Learning heavy-tailed distributions with
  Wasserstein-proximal-regularized $α$-divergences
Learning heavy-tailed distributions with Wasserstein-proximal-regularized ααα-divergences
Ziyu Chen
Hyemin Gu
Markos A. Katsoulakis
Luc Rey-Bellet
Wei-wei Zhu
92
1
0
22 May 2024
Control, Transport and Sampling: Towards Better Loss Design
Control, Transport and Sampling: Towards Better Loss Design
Qijia Jiang
David Nabergoj
OT
68
0
0
22 May 2024
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models
ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models
Rui-Xue Xu
Jiepeng Wang
Hao Pan
Yang Liu
Xin Tong
Shiqing Xin
Changhe Tu
Taku Komura
Wenping Wang
DiffM
45
1
0
22 May 2024
Score-based Generative Models with Adaptive Momentum
Score-based Generative Models with Adaptive Momentum
Ziqing Wen
Xiaoge Deng
Ping Luo
Tao Sun
Dongsheng Li
DiffM
64
0
0
22 May 2024
Learning Diffusion Priors from Observations by Expectation Maximization
Learning Diffusion Priors from Observations by Expectation Maximization
François Rozet
Gérome Andry
F. Lanusse
Gilles Louppe
DiffM
112
18
0
22 May 2024
MotionCraft: Physics-based Zero-Shot Video Generation
MotionCraft: Physics-based Zero-Shot Video Generation
L. S. Aira
Antonio Montanaro
Emanuele Aiello
D. Valsesia
E. Magli
DiffMVGen
76
14
0
22 May 2024
Directly Denoising Diffusion Models
Directly Denoising Diffusion Models
Dan Zhang
Jingjing Wang
Feng Luo
DiffM
99
2
0
22 May 2024
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