Zongwei Zhou
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1386 citations
#cs.CL #cs.AI
- TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
2023/04/04 by Norman P. Jouppi, George Kurian, George Thomas Kurian +27 · 1 voice · 61 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #Interconnection Networks and Systems #Photonic and Optical Devices #cs.AI #cs.AR #cs.LG #cs.PF
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Chowdhery, Aakanksha, Sharan Narang +129 · 430 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- UNet++: A Nested U-Net Architecture for Medical Image Segmentation
2018/07/18 by Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Zhou, Zongwei +5 · 177 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
- GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
2021/12/13 by Nan Du, Du, Nan, Yanping Huang +51 · 109 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
- Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis
2024/03/07 by Yuanhao Cai, Cai, Yuanhao, Yixun Liang +13 · 12 citations
Computer Science · Medicine · #Computer Graphics and Visualization Techniques #Digital Radiography and Breast Imaging #Advanced Image Processing Techniques
- Label-Free Liver Tumor Segmentation
2023/03/27 by Qixin Hu, Hu, Qixin, Yixiong Chen +11 · 7 citations
Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning
2021/02/21 by Fatemeh Haghighi, Haghighi, Fatemeh, Mohammad Reza Hosseinzadeh Taher +7 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Towards Generalizable Tumor Synthesis
2024/02/29 by Qi Chen, Xiaoxi Chen, Chen, Qi +11 · 8 citations
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Genetics, Bioinformatics, and Biomedical Research #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
2024/05/28 by Jie Liu, Yixiao Zhang, Liu, Jie +19 · 8 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment #AI in cancer detection
- Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
2024/11/06 by Pedro R. A. S. Bassi, Wenxuan Li, Bassi, Pedro R. A. S. +103 · 11 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Learning from Temporal Gradient for Semi-supervised Action Recognition
2021/11/25 by Junfei Xiao, Longlong Jing, Xiao, Junfei +13 · 3 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
- Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
2023/06/01 by Yixiao Zhang, Xinyi Li, Zhang, Yixiao +9 · 4 citations
Medicine · #COVID-19 diagnosis using AI #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts
2023/10/04 by Shiyi Du, Du, Shiyi, Xiaosong Wang +13 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Mycobacterium research and diagnosis
- Analyzing Tumors by Synthesis
2024/09/09 by Qi Chen, Chen, Qi, Yuxiang Lai +9 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Genetics, Bioinformatics, and Biomedical Research #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning
2025/06/02 by Yijun Yang, Yang, Yijun, Zhaoyang Wang +19 · 8 citations
Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mathematical Biology Tumor Growth
- From Pixel to Cancer: Cellular Automata in Computed Tomography
2024/03/11 by Yuxiang Lai, Lai, Yuxiang, Xiaoxi Chen +7 · 3 citations
Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Mathematical Biology Tumor Growth #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Text-Driven Tumor Synthesis
2024/12/24 by X. Li, Li, Xinran, Yi Shuai +25 · 4 citations
Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Genetics, Bioinformatics, and Biomedical Research #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks?
2025/01/20 by Wenxuan Li, Alan Yuille, Li, Wenxuan +3 · 3 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Radiography and Breast Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
2019/08/16 by Md Mahfuzur Rahman Siddiquee, Zongwei Zhou, Siddiquee, Md Mahfuzur Rahman +11 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Synthetic Data as Validation
2023/10/24 by Qixin Hu, Hu, Qixin, Alan Yuille +3 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Label-Assemble: Leveraging Multiple Datasets with Partial Labels
2021/09/25 by Mintong Kang, Kang, Mintong, Li, Bowen +8 · 1 citation
Medicine · Computer Science · #COVID-19 diagnosis using AI #Digital Imaging for Blood Diseases #AI in cancer detection
- Are Pixel-Wise Metrics Reliable for Sparse-View Computed Tomography Reconstruction?
2025/06/02 by Tianyu Lin, Lin, Tianyu, Xinran Li +13 · 5 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #Digital Radiography and Breast Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
- Machine Learning Fleet Efficiency: Analyzing and Optimizing Large-Scale Google TPU Systems with ML Productivity Goodput
2025/02/10 by Arissa Wongpanich, Wongpanich, Arissa, Tayo Oguntebi +15 · 1 voice · 1 citation
Computer Science · Engineering · #Cloud Computing and Resource Management #Industrial Vision Systems and Defect Detection #Scheduling and Optimization Algorithms #cs.LG
- MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification
2021/12/03 by Jingye Chen, Chen, Jingye, Jieneng Chen +9 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Nonmelanoma Skin Cancer Studies #electronic engineering #information engineering
- Expectation-Maximization as the Engine of Scalable Medical Intelligence
2025/01/06 by Wenxuan Li, Pedro R. A. S. Bassi, Li, Wenxuan +37 · 2 citations
Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management
- PanTS: The Pancreatic Tumor Segmentation Dataset
2025/07/02 by Wenxuan Li, Li, Wenxuan, Qi Chen +32 · 5 citations
Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Pancreatic and Hepatic Oncology Research #electronic engineering #information engineering