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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"

50 / 4,587 papers shown

Title
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks Xiaoyu Wu Jiaru Zhang Yang Hua Bohan Lyu Hao Wang Tao Song Haibing Guan DiffM 121 0 0 30 May 2024
Instruction-Guided Visual Masking Jinliang Zheng Jianxiong Li Si Cheng Yinan Zheng Jiaming Li Jihao Liu Yu Liu Jingjing Liu Xianyuan Zhan 136 7 0 30 May 2024
Diffusion Policies creating a Trust Region for Offline Reinforcement Learning Tianyu Chen Zhendong Wang Mingyuan Zhou OffRL 91 11 0 30 May 2024
Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion Zhitian Zhang Anjian Li Angelica Lim Mo Chen 79 3 0 29 May 2024
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies Yipu Chen Haotian Xue Yongxin Chen AAML 62 5 0 29 May 2024
$$E^{3}$Gen: Efficient, Expressive and Editable Avatars Generation$ $E^{3}$ Gen: Efficient, Expressive and Editable Avatars Generation Weitian Zhang Yichao Yan Yunhui Liu Xingdong Sheng Xiaokang Yang 125 3 0 29 May 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos Volkan Cevher DiffM 88 3 0 29 May 2024
Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning Hanye Zhao Xiaoshen Han Zhengbang Zhu Minghuan Liu Yong Yu Weinan Zhang OffRL 99 1 0 29 May 2024
I Bet You Did Not Mean That: Testing Semantic Importance via Betting Jacopo Teneggi Jeremias Sulam FAtt 138 2 0 29 May 2024
Patch-enhanced Mask Encoder Prompt Image Generation Shusong Xu Peiye Liu DiffM 38 0 0 29 May 2024
Language Generation with Strictly Proper Scoring Rules Chenze Shao Fandong Meng Yijin Liu Jie Zhou 101 6 0 29 May 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching Yasi Zhang Peiyu Yu Yaxuan Zhu Yingshan Chang Feng Gao Yingnian Wu Oscar Leong 180 12 0 29 May 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors Zihui Wu Yu Sun Yifan Chen Bingliang Zhang Yisong Yue Katherine Bouman DiffM 111 33 0 29 May 2024
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback Jiachen Li Weixi Feng Tsu-Jui Fu Xinyi Wang Sugato Basu Wenhu Chen William Y. Wang VGen 89 34 0 29 May 2024
SketchDeco: Decorating B&W Sketches with Colour Chaitat Utintu Pinaki Nath Chowdhury Aneeshan Sain Subhadeep Koley A. Bhunia Yi-Zhe Song DiffM 69 3 0 29 May 2024
Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation Zhiqiang Cai Yu Cao Yuanfei Huang Xiang Zhou DiffM 96 0 0 29 May 2024
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection Raman Dutt Pedro Sanchez Ondrej Bohdal Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 146 2 0 29 May 2024
Model-Based Diffusion for Trajectory Optimization Chaoyi Pan Zeji Yi Guanya Shi Guannan Qu 99 13 0 28 May 2024
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention Lianghui Zhu Zilong Huang Bencheng Liao Jun Hao Liew Hanshu Yan Jiashi Feng Xinggang Wang 138 17 0 28 May 2024
AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization Longxiang He Li Shen Junbo Tan Xueqian Wang 113 4 0 28 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 94 4 0 28 May 2024
MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization Tianchen Zhao Xuefei Ning Tongcheng Fang En-hao Liu Guyue Huang Zinan Lin Shengen Yan Guohao Dai Yu Wang MQ DiffM 131 24 0 28 May 2024
ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models Wei Pang Masoumeh Shafieinejad Lucy Liu Xi He 84 13 0 28 May 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 90 0 0 28 May 2024
Efficient Prior Calibration From Indirect Data O. Deniz Akyildiz Mark Girolami Andrew M. Stuart Arnaud Vadeboncoeur 100 2 0 28 May 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 105 5 0 27 May 2024
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control Zhengfei Kuang Shengqu Cai Hao He Yinghao Xu Hongsheng Li Leonidas Guibas Gordon Wetzstein VGen DiffM 112 38 0 27 May 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control Litu Rout Yujia Chen Nataniel Ruiz Abhishek Kumar Constantine Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 98 26 0 27 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 167 103 0 27 May 2024
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models S. Kandasamy Dheeraj M. Nagaraj DiffM 77 3 0 27 May 2024
GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning Jaewoo Lee Sujin Yun Taeyoung Yun Jinkyoo Park 111 11 0 27 May 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 113 3 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 115 30 0 27 May 2024
PromptFix: You Prompt and We Fix the Photo Yongsheng Yu Ziyun Zeng Hang Hua Jianlong Fu Jiebo Luo MLLM DiffM VLM 88 28 0 27 May 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models Hengkang Wang Xu Zhang Taihui Li Yuxiang Wan Tiancong Chen Ju Sun DiffM 135 17 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 129 2 0 27 May 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 246 1 0 27 May 2024
Glauber Generative Model: Discrete Diffusion Models via Binary Classification Harshit Varma Dheeraj M. Nagaraj Karthikeyan Shanmugam VLM 207 3 0 27 May 2024
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models Fengfan Zhou Qianyu Zhou Hefei Ling Xuequan Lu AAML 122 3 0 27 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 155 14 0 27 May 2024
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas Garg DiffM 87 1 0 27 May 2024
Reflected Flow Matching Tianyu Xie Yu Zhu Longlin Yu Tong Yang Ziheng Cheng Shiyue Zhang Xiangyu Zhang Cheng Zhang 84 6 0 26 May 2024
Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination Shelly Golan Roy Ganz Michael Elad 60 0 0 25 May 2024
Underwater Image Enhancement by Diffusion Model with Customized CLIP-Classifier Shuaixin Liu Kunqian Li Yilin Ding Qi Qi 53 5 0 25 May 2024
VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence Phong Tran Egor Zakharov Long-Nhat Ho Liwen Hu Adilbek Karmanov Aviral Agarwal Mclean Goldwhite Ariana Bermudez Venegas Anh Tran Hao Li 3DH 100 4 0 25 May 2024
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization Shutong Ding Ke Hu Zhenhao Zhang Kan Ren Weinan Zhang Jingyi Yu Jingya Wang Ye-ling Shi 111 21 0 25 May 2024
Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates Connor Mooney Zhongjian Wang Jack Xin Yifeng Yu 69 2 0 25 May 2024
DiffuBox: Refining 3D Object Detection with Point Diffusion Xiangyu Chen Zhenzhen Liu Katie Z Luo Siddhartha Datta Adhitya Polavaram ... Marco Pavone Wei-Lun Chao Mark E. Campbell B. Hariharan Kilian Q. Weinberger 97 3 0 25 May 2024
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups Yuchen Zhu Tianrong Chen Lingkai Kong Evangelos A. Theodorou Molei Tao DiffM 112 6 0 25 May 2024
Towards Black-Box Membership Inference Attack for Diffusion Models Jingwei Li Jingyi Dong Tianxing He Jingzhao Zhang 93 5 0 25 May 2024