Zhai, Shuangfei
- Matryoshka Diffusion Models
2023/10/23 by Jiatao Gu, Shuangfei Zhai, Gu, Jiatao +7 · 1 voice · 15 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #AI in cancer detection
- Normalizing Flows are Capable Generative Models
2024/12/09 by Shuangfei Zhai, Zhai, Shuangfei, Ruixiang Zhang +18 · 2 voices · 34 citations
Engineering · #Reservoir Engineering and Simulation Methods #cs.CV #cs.LG
- TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation
2023/03/07 by David Berthelot, Berthelot, David, Arnaud Autef +14 · 13 citations
Computer Science · Medicine · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #MRI in cancer diagnosis #Machine Learning (cs.LG)
- Scalable Pre-training of Large Autoregressive Image Models
2024/01/16 by Alaaeldin El-Nouby, Michal Klein, El-Nouby, Alaaeldin +13 · 16 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- World-consistent Video Diffusion with Explicit 3D Modeling
2024/12/02 by Qihang Zhang, Shuangfei Zhai, Zhang, Qihang +13 · 1 voice · 17 citations
Computer Science · #Advanced Vision and Imaging #Video Coding and Compression Technologies #Image and Signal Denoising Methods
- PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
2023/06/05 by Yizhe Zhang, Jiatao Gu, Zhang, Yizhe +9 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification
2016/11/16 by Yongxi Lu, Abhishek Kumar, Lu, Yongxi +9 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping
2023/06/08 by Jiatao Gu, Shuangfei Zhai, Gu, Jiatao +7 · 9 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- An Attention Free Transformer
2021/05/28 by Shuangfei Zhai, Walter Talbott, Zhai, Shuangfei +9 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- GAUDI: A Neural Architect for Immersive 3D Scene Generation
2022/07/27 by Miguel Ángel Bautista, Pengsheng Guo, Bautista, Miguel Angel +21 · 6 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Human Motion and Animation
- Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
2021/05/17 by Yue Wu, Shuangfei Zhai, Wu, Yue +11 · 5 citations
Computer Science · Neuroscience · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Reinforcement Learning in Robotics
- Deep Structured Energy Based Models for Anomaly Detection
2016/05/25 by Zhai, Shuangfei, Cheng, Yu, Lu, Weining +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Slingshot Mechanism: An Empirical Study of Adaptive Optimizers and the Grokking Phenomenon
2022/06/10 by Thilak, Vimal, Littwin, Etai, Zhai, Shuangfei +3 · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
2025/06/06 by Gu, Jiatao, Chen, Tianrong, Berthelot, David +7 · 15 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving GFlowNets for Text-to-Image Diffusion Alignment
2024/06/02 by Zhang, Dinghuai, Zhang, Yizhe, Gu, Jiatao +4 · 7 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DART: Denoising Autoregressive Transformer for Scalable Text-to-Image Generation
2024/10/10 by Jiatao Gu, Gu, Jiatao, Yuyang Wang +13 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
- Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment
2019/05/15 by Chen Huang, Shuangfei Zhai, Huang, Chen +11 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- How Far Are We from Intelligent Visual Deductive Reasoning?
2024/03/07 by Yizhe Zhang, He Bai, Zhang, Yizhe +11 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Position Prediction as an Effective Pretraining Strategy
2022/07/15 by Zhai, Shuangfei, Jaitly, Navdeep, Ramapuram, Jason +7 · 2 citations
#Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- f-DM: A Multi-stage Diffusion Model via Progressive Signal Transformation
2022/10/10 by Gu, Jiatao, Zhai, Shuangfei, Zhang, Yizhe +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
2025/04/23 by Ruixiang Zhang, Shuangfei Zhai, Zhang, Ruixiang +11 · 7 citations
Engineering · #Concrete Properties and Behavior #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
- Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images
2023/04/13 by Gu, Jiatao, Gao, Qingzhe, Zhai, Shuangfei +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo
2025/02/18 by James Thornton, Thornton, James, Louis Béthune +9 · 5 citations
Computer Science · Engineering · Materials Science · #Advanced Control Systems Optimization #Advanced Mathematical Modeling in Engineering #Catalytic Processes in Materials Science #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- S3Pool: Pooling with Stochastic Spatial Sampling
2016/11/16 by Zhai, Shuangfei, Wu, Hui, Kumar, Abhishek +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoFocusFormer: Image Segmentation off the Grid
2023/04/24 by Ziwen Chen, K. Sridhar Patnaik, Ziwen, Chen +13 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image Fusion Techniques #Medical Image Segmentation Techniques
- Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records
2017/09/06 by Che, Zhengping, Cheng, Yu, Zhai, Shuangfei +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Many-to-many Image Generation with Auto-regressive Diffusion Models
2024/04/03 by Ying Shen, Yizhe Zhang, Shen, Ying +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
2024/05/31 by Jiatao Gu, Gu, Jiatao, Ying Shen +9 · 2 citations
Computer Science · #Topic Modeling
- Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows
2025/07/01 by Zhang, Ruixiang, Zhai, Shuangfei, Gu, Jiatao +6 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Representation from Neural Fisher Kernel with Low-rank Approximation
2022/02/04 by Ruixiang Zhang, Shuangfei Zhai, Zhang, Ruixiang +5 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Model Reduction and Neural Networks #Tensor decomposition and applications
- STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flows
2025/11/25 by Jiatao Gu, Gu, Jiatao, Ying Shen +15 · 6 citations
Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Generative Modeling with Phase Stochastic Bridges
2023/10/11 by Chen, Tianrong, Gu, Jiatao, Dinh, Laurent +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)