Zhang, Qinsheng
- Cosmos World Foundation Model Platform for Physical AI
2025/01/07 by NVIDIA, Niket Agarwal, : +151 · 179 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, Yongxin Chen, Zhang, Qinsheng +1 · 1 voice · 5 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG
- eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
2022/11/02 by Yogesh Balaji, Balaji, Yogesh, Seungjun Nah +22 · 61 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Fast Sampling of Diffusion Models with Exponential Integrator
2022/04/29 by Qinsheng Zhang, Yongxin Chen, Zhang, Qinsheng +1 · 46 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, Yongxin Chen, Zhang, Qinsheng +1 · 27 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 · 50 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, Li, Muyang, Tianle Cai +17 · 16 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, Zhang, Qinsheng, Molei Tao +3 · 9 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
- EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
2024/09/26 by Tang, Jiaxiang, Li, Zhaoshuo, Hao, Zekun +4 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- DiffCollage: Parallel Generation of Large Content with Diffusion Models
2023/03/30 by Zhang, Qinsheng, Song, Jiaming, Huang, Xun +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Variational Wasserstein gradient flow
2021/12/04 by Fan, Jiaojiao, Zhang, Qinsheng, Taghvaei, Amirhossein +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- DiffusionNFT: Online Diffusion Reinforcement with Forward Process
2025/09/19 by Kaiwen Zheng, Zheng, Kaiwen, Huayu Chen +17 · 19 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, Qianli Ma +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, Zheng, Kaiwen, Yongxin Chen +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
- Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
2025/05/23 by Chen, Huayu, Zheng, Kaiwen, Zhang, Qinsheng +7 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- World Simulation with Video Foundation Models for Physical AI
2025/10/28 by Nvidia Nvidia, NVIDIA, : +170 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
- Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
2025/04/23 by Hassani, Ali, Zhou, Fengzhe, Kane, Aditya +13 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-marginal optimal transport and probabilistic graphical models
2020/06/25 by Haasler, Isabel, Singh, Rahul, Zhang, Qinsheng +2 · 1 citation
#49Q22 #62F15 #90Cxx #94A15 #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Learning Hidden Markov Models from Aggregate Observations
2020/11/23 by Singh, Rahul, Zhang, Qinsheng, Chen, Yongxin · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Improved Order Analysis and Design of Exponential Integrator for Diffusion Models Sampling
2023/08/04 by Zhang, Qinsheng, Song, Jiaming, Chen, Yongxin · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Condition-Aware Neural Network for Controlled Image Generation
2024/04/01 by Cai, Han, Li, Muyang, Zhang, Zhuoyang +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Edify 3D: Scalable High-Quality 3D Asset Generation
2024/11/11 by NVIDIA, :, Bala, Maciej +43 · 1 citation
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)
- RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
2024/05/27 by Fan, Jiaojiao, Xue, Haotian, Zhang, Qinsheng +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences