v1v2 (latest)

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
DroneDiffusion: Robust Quadrotor Dynamics Learning with Diffusion Models Avirup Das Rishabh Dev Yadav Sihao Sun Mingfei Sun Samuel Kaski Wei Pan 81 2 0 17 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 99 6 0 16 Sep 2024
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models Alexander Koch O. U. Aydin A. Hilbert Jana Rieger Satoru Tanioka F. Ishida Dietmar Frey DiffM MedIm 61 1 0 16 Sep 2024
StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion Yinghao Aaron Li Xilin Jiang Cong Han N. Mesgarani DiffM 105 5 0 16 Sep 2024
GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion Vitor Campagnolo Guizilini P. Tokmakov Achal Dave Rares Andrei Ambrus DiffM 75 2 0 15 Sep 2024
Latent Diffusion Models for Controllable RNA Sequence Generation Kaixuan Huang Yukang Yang Kaidi Fu Yanyi Chu Le Cong Mengdi Wang 89 2 0 15 Sep 2024
Precise Pick-and-Place using Score-Based Diffusion Networks Shih-Wei Guo Tsu-Ching Hsiao Yu-Lun Liu Chun-Yi Lee DiffM 62 1 0 15 Sep 2024
Extract and Diffuse: Latent Integration for Improved Diffusion-based Speech and Vocal Enhancement Yudong Yang Zhan Liu Wenyi Yu Guangzhi Sun Qiuqiang Kong Chao Zhang DiffM 106 1 0 15 Sep 2024
HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models Tingwei Meng Zongren Zou Jérome Darbon George Karniadakis DiffM 86 2 0 15 Sep 2024
Bias Begets Bias: The Impact of Biased Embeddings on Diffusion Models Sahil Kuchlous Marvin Li Jeffrey G. Wang 78 0 0 15 Sep 2024
BNEM: A Boltzmann Sampler Based on Bootstrapped Noised Energy Matching RuiKang OuYang Bo Qiang José Miguel Hernández-Lobato 153 0 0 15 Sep 2024
$BM$^2$: Coupled Schr\"{o}dinger Bridge Matching$ BM $^2$ : Coupled Schr\"{o}dinger Bridge Matching Stefano Peluchetti OT 91 1 0 14 Sep 2024
E1 TTS: Simple and Fast Non-Autoregressive TTS Zhijun Liu Shuai Wang Pengcheng Zhu Mengxiao Bi Haizhou Li VLM DiffM 79 3 0 14 Sep 2024
Improving Robustness of Diffusion-Based Zero-Shot Speech Synthesis via Stable Formant Generation C. Han Seokgi Lee Gyuhyeon Nam Gyeongsu Chae DiffM 466 0 0 14 Sep 2024
Seed-Music: A Unified Framework for High Quality and Controlled Music Generation Ye Bai Haonan Chen Jitong Chen Zhuo Chen Yi Deng ... Hang Zhao Ziyi Zhao Dejian Zhong Shicen Zhou Pei Zou DiffM 104 8 0 13 Sep 2024
PrimeDepth: Efficient Monocular Depth Estimation with a Stable Diffusion Preimage Denis Zavadski Damjan Kalšan Carsten Rother DiffM MDE 73 7 0 13 Sep 2024
MAISI: Medical AI for Synthetic Imaging Pengfei Guo Can Zhao Dong Yang Ziyue Xu Vishwesh Nath ... Benjamin D. Simon Mason J Belue Stephanie Harmon Baris Turkbey Daguang Xu DiffM MedIm 79 25 0 13 Sep 2024
Think Twice Before You Act: Improving Inverse Problem Solving With MCMC Y. Zhu Zehao Dou Haoxin Zheng Yasi Zhang Ying Nian Wu Ruiqi Gao DiffM 63 7 0 13 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 60 0 0 13 Sep 2024
Gaussian is All You Need: A Unified Framework for Solving Inverse Problems via Diffusion Posterior Sampling Nebiyou Yismaw Ulugbek S. Kamilov M. Salman Asif DiffM 90 0 0 13 Sep 2024
Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling Vivek Oommen Aniruddha Bora Zhen Zhang George Karniadakis DiffM 130 19 0 13 Sep 2024
Scores as Actions: a framework of fine-tuning diffusion models by continuous-time reinforcement learning Hanyang Zhao Haoxian Chen Ji Zhang David D. Yao Wenpin Tang 133 5 0 12 Sep 2024
360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation Hai Wang Jing-Hao Xue 77 1 0 12 Sep 2024
LoRID: Low-Rank Iterative Diffusion for Adversarial Purification Geigh Zollicoffer Minh Vu Ben Nebgen Juan Castorena Boian S. Alexandrov Manish Bhattarai 68 2 0 12 Sep 2024
Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation Junsung Lee Minsoo Kang Bohyung Han DiffM VLM 43 3 0 12 Sep 2024
Control+Shift: Generating Controllable Distribution Shifts Roy Friedman Rhea Chowers 100 0 0 12 Sep 2024
Audio Decoding by Inverse Problem Solving Pedro J. Villasana T. Lars Villemoes J. Klejsa Per Hedelin DiffM 60 1 0 12 Sep 2024
Critically Damped Third-Order Langevin Dynamics Benjamin Sterling Monica Bugallo 73 0 0 12 Sep 2024
Learning Robotic Manipulation Policies from Point Clouds with Conditional Flow Matching Eugenio Chisari Nick Heppert Max Argus Tim Welschehold Thomas Brox Abhinav Valada 3DPC 101 20 0 11 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 118 14 0 11 Sep 2024
Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models Xin Jing Kun Zhou Andreas Triantafyllopoulos Björn W. Schuller DiffM 67 5 0 10 Sep 2024
What happens to diffusion model likelihood when your model is conditional? Mattias Cross Anton Ragni DiffM 75 0 0 10 Sep 2024
Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning P. Milanfar M. Delbracio AI4CE 140 11 0 10 Sep 2024
VC-ENHANCE: Speech Restoration with Integrated Noise Suppression and Voice Conversion Kyungguen Byun Jason Filos Erik Visser Sunkuk Moon 70 0 0 10 Sep 2024
Multi-Source Music Generation with Latent Diffusion Zhongweiyang Xu Debottam Dutta Yu-Lin Wei Romit Roy Choudhury DiffM 122 2 0 10 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 119 2 0 10 Sep 2024
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling Stathis Megas Daniel G. Chen K. Polański Moshe Eliasof Carola-Bibiane Schönlieb Sarah Teichmann 74 2 0 09 Sep 2024
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 95 5 0 09 Sep 2024
Unlearning or Concealment? A Critical Analysis and Evaluation Metrics for Unlearning in Diffusion Models Aakash Sen Sharma Niladri Sarkar Vikram S Chundawat Ankur Mali Murari Mandal DiffM MU 99 5 0 09 Sep 2024
CipherDM: Secure Three-Party Inference for Diffusion Model Sampling Xin Zhao Xiaojun Chen Xinyu Chen He Li Tingyu Fan Zhendong Zhao 78 1 0 09 Sep 2024
TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors Yichuan Mo Hui Huang Mingjie Li Ang Li Yisen Wang AAML DiffM 87 16 0 09 Sep 2024
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning Jiahao Lai Jiaqiang Li Jian Xu Yanru Wu Boshi Tang Siqi Chen Yongfeng Huang Wenbo Ding Yang Li FedML 191 0 0 09 Sep 2024
Diffusion-based Speech Enhancement with Schrödinger Bridge and Symmetric Noise Schedule Siyi Wang Siyi Liu Andrew Harper Paul Kendrick Mathieu Salzmann Milos Cernak DiffM 93 4 0 08 Sep 2024
DreamMapping: High-Fidelity Text-to-3D Generation via Variational Distribution Mapping Zeyu Cai D. B. Wang Yixun Liang Zhijing Shao Ying-Cong Chen Xiaohang Zhan Zhaoxiang Wang DiffM 3DGS 132 1 0 08 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 148 0 0 07 Sep 2024
Reward-Directed Score-Based Diffusion Models via q-Learning Xuefeng Gao Jiale Zha X. Zhou DiffM 75 3 0 07 Sep 2024
SpotActor: Training-Free Layout-Controlled Consistent Image Generation Jiahao Wang Caixia Yan Weizhan Zhang Haonan Lin Mengmeng Wang Guang Dai Tieliang Gong Hao Sun Jingdong Wang DiffM 67 2 0 07 Sep 2024
Plug-and-Hide: Provable and Adjustable Diffusion Generative Steganography Jiahao Zhu Zixuan Chen Lingxiao Yang Xiaohua Xie Yi Zhou DiffM 88 0 0 07 Sep 2024
ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching Niklas Funk Julen Urain João Carvalho V. Prasad Georgia Chalvatzaki Jan Peters 94 12 0 06 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 70 0 0 06 Sep 2024