Jiaming Song
- SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
2021/08/02 by Chenlin Meng, Meng, Chenlin, Yutong He +11 · 1 voice · 227 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Cell Image Analysis Techniques
- Denoising Diffusion Implicit Models
2020/10/06 by Jiaming Song, Chenlin Meng, Song, Jiaming +3 · 1377 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Music and Audio Processing
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 136 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Denoising Diffusion Restoration Models
2022/01/27 by Bahjat Kawar, Kawar, Bahjat, Michael Elad +5 · 103 citations
Computer Science · Medicine · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
2022/11/02 by Yogesh Balaji, Seungjun Nah, Balaji, Yogesh +22 · 63 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- PhysDiff: Physics-Guided Human Motion Diffusion Model
2022/12/05 by Ye Yuan, Jiaming Song, Yuan, Ye +7 · 56 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG)
- A Theory of Usable Information Under Computational Constraints
2020/02/25 by Yilun Xu, Xu, Yilun, Shengjia Zhao +8 · 3 voices · 15 citations
Computer Science · #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #Neural Networks and Applications #cs.LG #stat.ML
- Concrete Score Matching: Generalized Score Matching for Discrete Data
2022/11/02 by Chenlin Meng, Kristy Choi, Meng, Chenlin +5 · 29 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- Inductive Moment Matching
2025/03/10 by Linqi Zhou, Stefano Ermon, Zhou, Linqi +3 · 3 voices · 47 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Fetal and Pediatric Neurological Disorders #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.LG #stat.ML
- InfoVAE: Information Maximizing Variational Autoencoders
2017/06/07 by Shengjia Zhao, Jiaming Song, Zhao, Shengjia +3 · 20 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Understanding the Limitations of Variational Mutual Information Estimators
2019/10/14 by Jiaming Song, Song, Jiaming, Stefano Ermon +1 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Towards Deeper Understanding of Variational Autoencoding Models
2017/02/28 by Shengjia Zhao, Jiaming Song, Zhao, Shengjia +3 · 21 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #AI in cancer detection
- DiffiT: Diffusion Vision Transformers for Image Generation
2023/12/04 by Ali Hatamizadeh, Jiaming Song, Hatamizadeh, Ali +7 · 23 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Domain Adaptation and Few-Shot Learning
- Score-based Diffusion Models in Function Space
2023/02/14 by Jae Hyun Lim, Lim, Jae Hyun, Nikola Kovachki +23 · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #46B09 (Primary) #60J22 (Secondary) #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #I.2.6 #J.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Multi-Agent Generative Adversarial Imitation Learning
2018/07/26 by Jiaming Song, Song, Jiaming, Hongyu Ren +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Dual Diffusion Implicit Bridges for Image-to-Image Translation
2022/03/16 by Xuan Su, Jiaming Song, Su, Xuan +5 · 11 citations
Computer Science · Arts and Humanities · #Generative Adversarial Networks and Image Synthesis #Natural Language Processing Techniques #Translation Studies and Practices
- CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
2023/05/01 by Gengchen Mai, Ni Lao, Mai, Gengchen +7 · 6 citations
Computer Science · #68T07 #68T45 #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.10 #I.5.1 #I.5.4 #J.2 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Belief Propagation Neural Networks
2020/07/01 by Jonathan Kuck, Shuvam Chakraborty, Kuck, Jonathan +11 · 4 citations
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Decentralized Diffusion Models
2025/01/09 by David McAllister, McAllister, David, Matthew Tancik +5 · 3 voices · 3 citations
Mathematics · #Differential Equations and Numerical Methods #cs.CV #cs.DC #cs.LG
- Gaussianization Flows
2020/03/04 by Chenlin Meng, Meng, Chenlin, Song, Yang +4 · 4 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning and Data Classification
- Experience Replay with Likelihood-free Importance Weights
2020/06/23 by Samarth Sinha, Jiaming Song, Sinha, Samarth +5 · 6 citations
Computer Science · Engineering · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models
2018/06/18 by Shengjia Zhao, Zhao, Shengjia, Jiaming Song +3 · 6 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching
2023/03/05 by Lantao Yu, Tianhe Yu, Yu, Lantao +7 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- A General Recipe for Likelihood-free Bayesian Optimization
2022/06/27 by Jiaming Song, Song, Jiaming, Lantao Yu +5 · 3 citations
Computer Science · Decision Sciences · #Gaussian Processes and Bayesian Inference #Forecasting Techniques and Applications #Machine Learning and Algorithms
- Learning Controllable Fair Representations
2018/12/11 by Jiaming Song, Pratyusha Kalluri, Song, Jiaming +7 · 3 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A-NICE-MC: Adversarial Training for MCMC
2017/06/23 by Jiaming Song, Shengjia Zhao, Song, Jiaming +3 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Gaussian Processes and Bayesian Inference
- Negative Data Augmentation
2021/02/09 by Abhishek Sinha, Kumar Ayush, Sinha, Abhishek +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
2024/11/11 by Nvidia Nvidia, NVIDIA, : +56 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models
2023/10/03 by Batu Ozturkler, Chao Liu, Ozturkler, Batu +9 · 2 citations
Medicine · #Advanced Neuroimaging Techniques and Applications #MRI in cancer diagnosis #Advanced MRI Techniques and Applications
- Terminal Velocity Matching
2025/11/24 by Mathias Parger, Zhou, Linqi, Parger, Mathias +3 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis #Model Reduction and Neural Networks
- Athena-Brain Technical Report: An Efficient Robot Brain for General Intelligence and Embodied Interaction
2026/07/21 by Jialian Li, Junhong Liu, Yuchen Cao +6
#cs.AI