Qinsheng Zhang
- Cosmos World Foundation Model Platform for Physical AI
2025/01/07 by NVIDIA, :, Niket Agarwal +151 · 201 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Diffusion Normalizing Flow
2021/10/14 by Qinsheng Zhang, Zhang, Qinsheng, Yongxin Chen +1 · 1 voice · 6 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG
- Fast Sampling of Diffusion Models with Exponential Integrator
2022/04/29 by Qinsheng Zhang, Zhang, Qinsheng, Yongxin Chen +1 · 54 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Path Integral Sampler: a stochastic control approach for sampling
2021/11/30 by Qinsheng Zhang, Zhang, Qinsheng, Yongxin Chen +1 · 29 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Statistical Methods and Inference
- Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
2024/09/04 by Kaiwen Zheng, Yongxin Chen, Zheng, Kaiwen +9 · 53 citations
Decision Sciences · Mathematics · #Forecasting Techniques and Applications #Statistical Methods and Bayesian Inference #Simulation Techniques and Applications
- DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
2024/02/29 by Muyang Li, Tianle Cai, Li, Muyang +17 · 20 citations
Computer Science · Mathematics · Medicine · #Advanced Mathematical Modeling in Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Statistical Methods and Inference
- gDDIM: Generalized denoising diffusion implicit models
2022/06/11 by Qinsheng Zhang, Molei Tao, Zhang, Qinsheng +3 · 13 citations
Computer Science · Medicine · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #NMR spectroscopy and applications
- Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
2024/02/22 by Yujia Huang, Huang, Yujia, Adishree Ghatare +15 · 9 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Variational Wasserstein gradient flow
2021/12/04 by Jiaojiao Fan, Qinsheng Zhang, Fan, Jiaojiao +5 · 5 citations
Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- DiffusionNFT: Online Diffusion Reinforcement with Forward Process
2025/09/19 by Kaiwen Zheng, Huayu Chen, Zheng, Kaiwen +17 · 20 citations
Computer Science · #Digital Rights Management and Security
- Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
2025/10/09 by Kaiwen Zheng, Zheng, Kaiwen, Wang, Yuji +16 · 18 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Image and Video Quality Assessment #Cell Image Analysis Techniques
- 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
- Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
2025/03/03 by Kaiwen Zheng, Yongxin Chen, Zheng, Kaiwen +11 · 8 citations
Computer Science · Engineering · #Advanced Neural Network Applications #BIM and Construction Integration #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- World Simulation with Video Foundation Models for Physical AI
2025/10/28 by Nvidia Nvidia, NVIDIA, Arslan Ali +170 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
- Edify 3D: Scalable High-Quality 3D Asset Generation
2024/11/11 by NVIDIA, :, Bala, Maciej +43 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Inference with Aggregate Data: An Optimal Transport Approach
2020/03/31 by Rahul Singh, Singh, Rahul, Isabel Haasler +7 · 1 citation
Computer Science · #62F15 #62M05 #93E10 #Bayesian Modeling and Causal Inference #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Systems and Control (eess.SY) #electronic engineering #information engineering