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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"

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Title
Deconstructing Denoising Diffusion Models for Self-Supervised Learning Xinlei Chen Zhuang Liu Saining Xie Kaiming He DiffM 88 60 0 25 Jan 2024
Neural Sinkhorn Gradient Flow Huminhao Zhu Fangyikang Wang Chao Zhang Han Zhao Hui Qian 72 8 0 25 Jan 2024
Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All M. S. Seyfioglu Karim Bouyarmane Suren Kumar Amir Tavanaei Ismail B. Tutar DiffM 70 8 0 24 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 104 156 0 24 Jan 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models Duzhen Zhang Yahan Yu Jiahua Dong Chenxing Li Dan Su Chenhui Chu Dong Yu OffRL LRM 164 216 0 24 Jan 2024
Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space Mingyang Yi Bohan Wang 65 0 0 24 Jan 2024
Expressive Acoustic Guitar Sound Synthesis with an Instrument-Specific Input Representation and Diffusion Outpainting Hounsu Kim Soonbeom Choi Juhan Nam 57 3 0 24 Jan 2024
Contractive Diffusion Probabilistic Models Wenpin Tang Hanyang Zhao DiffM 109 14 0 23 Jan 2024
GALA: Generating Animatable Layered Assets from a Single Scan Taeksoo Kim Byungjun Kim Shunsuke Saito Hanbyul Joo 3DH 86 13 0 23 Jan 2024
Measure transport with kernel mean embeddings Linfeng Wang Nikolas Nusken 62 8 0 23 Jan 2024
Lumiere: A Space-Time Diffusion Model for Video Generation Omer Bar-Tal Hila Chefer Omer Tov Charles Herrmann Roni Paiss ... T. Michaeli Oliver Wang Deqing Sun Tali Dekel Inbar Mosseri VGen 215 256 0 23 Jan 2024
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations Dogyun Park S. Kim Sojin Lee Hyunwoo J. Kim DiffM 89 8 0 23 Jan 2024
CCA: Collaborative Competitive Agents for Image Editing Tiankai Hang Shuyang Gu Dong Chen Xin Geng Baining Guo 160 5 0 23 Jan 2024
Quantum-Inspired Machine Learning for Molecular Docking Runqiu Shu Bowen Liu Zhaoping Xiong Xiaopeng Cui Yunting Li Wei Cui Manhong Yung Nan Qiao 70 1 0 22 Jan 2024
Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs Ling Yang Zhaochen Yu Chenlin Meng Minkai Xu Stefano Ermon Tengjiao Wang CoGe DiffM 108 137 0 22 Jan 2024
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey Jiayuan Chen You Shi Changyan Yi Hongyang Du Jiawen Kang Dusit Niyato 67 28 0 22 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 209 64 0 22 Jan 2024
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers Katherine Crowson Stefan Andreas Baumann Alex Birch Tanishq Mathew Abraham Daniel Z. Kaplan Enrico Shippole 101 55 0 21 Jan 2024
Exploring Diffusion Time-steps for Unsupervised Representation Learning Zhongqi Yue Jiankun Wang Qianru Sun Lei Ji E. Chang Hanwang Zhang DiffM 110 24 0 21 Jan 2024
Squared Wasserstein-2 Distance for Efficient Reconstruction of Stochastic Differential Equations Mingtao Xia Xiangting Li Qijing Shen Tom Chou 48 4 0 21 Jan 2024
Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient Weiguo Lu Xuan Wu Deng Ding Jinqiao Duan Jirong Zhuang Gangnan Yuan DiffM VLM 119 0 0 20 Jan 2024
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model Yinan Zheng Jianxiong Li Dongjie Yu Yujie Yang Shengbo Eben Li Xianyuan Zhan Jingjing Liu OffRL 109 30 0 19 Jan 2024
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution Xin Yuan Jinoo Baek Keyang Xu Omer Tov Hongliang Fei VGen 65 4 0 18 Jan 2024
TextureDreamer: Image-guided Texture Synthesis through Geometry-aware Diffusion Yu-Ying Yeh Jia-Bin Huang Changil Kim Lei Xiao Thu Nguyen-Phuoc ... Cheng Zhang Manmohan Chandraker Carl S. Marshall Zhao Dong Zhengqin Li DiffM 108 36 0 17 Jan 2024
Vlogger: Make Your Dream A Vlog Shaobin Zhuang Kunchang Li Xinyuan Chen Yaohui Wang Ziwei Liu Yu Qiao Yali Wang VGen DiffM 81 38 0 17 Jan 2024
UniVG: Towards UNIfied-modal Video Generation Ludan Ruan Lei Tian Chuanwei Huang Xu Zhang Xinyan Xiao VGen DiffM 81 3 0 17 Jan 2024
Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior Zike Wu Pan Zhou Xuanyu Yi Xiaoding Yuan Hanwang Zhang DiffM 80 41 0 17 Jan 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 256 323 0 17 Jan 2024
3D Human Pose Analysis via Diffusion Synthesis Haorui Ji Hongdong Li DiffM 148 3 0 17 Jan 2024
RoHM: Robust Human Motion Reconstruction via Diffusion Siwei Zhang Bharat Lal Bhatnagar Yuanlu Xu Alexander Winkler Petr Kadlecek Siyu Tang Federica Bogo DiffM 150 17 0 16 Jan 2024
Fixed Point Diffusion Models Xingjian Bai Luke Melas-Kyriazi 71 3 0 16 Jan 2024
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers Nanye Ma Mark Goldstein M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden Saining Xie DiffM 132 214 0 16 Jan 2024
ED-TTS: Multi-Scale Emotion Modeling using Cross-Domain Emotion Diarization for Emotional Speech Synthesis Haobin Tang Xulong Zhang Ning Cheng Jing Xiao Jianzong Wang 65 16 0 16 Jan 2024
Binding-Adaptive Diffusion Models for Structure-Based Drug Design Zhilin Huang Ling Yang Zaixi Zhang Xiangxin Zhou Yu Bao Xiawu Zheng Yuwei Yang Yu Wang Wenming Yang DiffM 84 9 0 15 Jan 2024
ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering Ya-Zhen Song Zhuo Chen Xiaofei Wang Ziyang Ma Xie Chen AuLLM 111 42 0 14 Jan 2024
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models Namjoon Suh Guang Cheng MedIm 107 14 0 14 Jan 2024
DiffDA: a Diffusion Model for Weather-scale Data Assimilation Langwen Huang Lukas Gianinazzi Yuejiang Yu P. Dueben Torsten Hoefler 105 38 0 11 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 117 2 0 11 Jan 2024
Demystifying Variational Diffusion Models Fabio De Sousa Ribeiro Ben Glocker DiffM 88 0 0 11 Jan 2024
A Good Score Does not Lead to A Good Generative Model Sixu Li Shi Chen Qin Li DiffM 125 18 0 10 Jan 2024
FADI-AEC: Fast Score Based Diffusion Model Guided by Far-end Signal for Acoustic Echo Cancellation Yang Liu Liting Wan Yun Li Yiteng Huang Ming Sun James Luan Yangyang Shi Xin Lei 55 0 0 08 Jan 2024
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation Tong Wu Guandao Yang Zhibing Li Kai Zhang Ziwei Liu Leonidas Guibas Dahua Lin Gordon Wetzstein EGVM VGen 113 96 0 08 Jan 2024
Improved motif-scaffolding with SE(3) flow matching Jason Yim Andrew Campbell Emile Mathieu Andrew Y. K. Foong Michael Gastegger ... Victor Garcia Satorras Bastiaan S. Veeling Frank Noé Regina Barzilay Tommi Jaakkola 79 37 0 08 Jan 2024
Sampling in Unit Time with Kernel Fisher-Rao Flow A. Maurais Youssef Marzouk 69 18 0 08 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 86 14 0 08 Jan 2024
$End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction$ End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction Qingsi Lai Lin Yao Zhifeng Gao Siyuan Liu Hongshuai Wang ... Di He Liwei Wang Cheng Wang Guolin Ke Guolin Ke 73 8 0 08 Jan 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline Haonan Wang Qianli Shen Yao Tong Yang Zhang Kenji Kawaguchi 120 32 0 07 Jan 2024
Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng Ricky T. Q. Chen 54 8 0 06 Jan 2024
Fair Sampling in Diffusion Models through Switching Mechanism Yujin Choi Jinseong Park Hoki Kim Jaewook Lee Saeroom Park DiffM 104 8 0 06 Jan 2024
The Rise of Diffusion Models in Time-Series Forecasting Caspar Meijer Lydia Y. Chen DiffM AI4TS 73 10 0 05 Jan 2024