Ali Hatamizadeh
- An Empirical Study of Mamba-based Language Models
2024/06/12 by Roger Waleffe, Wonmin Byeon, Waleffe, Roger +30 · 1 voice · 45 citations
Arts and Humanities · #Language, Linguistics, Cultural Analysis #cs.CL #cs.LG
- Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images
2022/01/04 by Ali Hatamizadeh, Hatamizadeh, Ali, Vishwesh Nath +9 · 132 citations
Computer Science · Neuroscience · Medicine · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging
- UNETR: Transformers for 3D Medical Image Segmentation
2021/03/18 by Ali Hatamizadeh, Hatamizadeh, Ali, Tang, Yucheng +9 · 99 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI #Advanced Neural Network Applications
- Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images
2022/01/01 by Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang +3 · 85 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques
- MONAI: An open-source framework for deep learning in healthcare
2022/11/04 by M. Jorge Cardoso, Wenqi Li, Cardoso, M. Jorge +109 · 93 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
2021/11/29 by Yucheng Tang, Dong Yang, Tang, Yucheng +13 · 53 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Gated Delta Networks: Improving Mamba2 with Delta Rule
2024/12/09 by Songlin Yang, Jan Kautz, Yang, Songlin +3 · 70 citations
Computer Science · #Embedded Systems Design Techniques
- MambaVision: A Hybrid Mamba-Transformer Vision Backbone
2024/07/10 by Ali Hatamizadeh, Jan Kautz, Hatamizadeh, Ali +1 · 55 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DiffiT: Diffusion Vision Transformers for Image Generation
2023/12/04 by Ali Hatamizadeh, Hatamizadeh, Ali, Jiaming Song +7 · 22 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Domain Adaptation and Few-Shot Learning
- Global Context Vision Transformers
2022/06/20 by Ali Hatamizadeh, Hatamizadeh, Ali, Hongxu Yin +6 · 8 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #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
- GradViT: Gradient Inversion of Vision Transformers
2022/03/22 by Ali Hatamizadeh, Hongxu Yin, Hatamizadeh, Ali +11 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation
2022/03/18 by An Xu, Wenqi Li, Xu, An +17 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging
- RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging
2022/03/28 by Ali Hatamizadeh, Hatamizadeh, Ali, Hamid Hosseini +13 · 2 citations
Medicine · #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) #Ocular Diseases and Behçet’s Syndrome #Retinal Imaging and Analysis #Retinal and Optic Conditions #electronic engineering #information engineering
- Deep Dilated Convolutional Nets for the Automatic Segmentation of\n Retinal Vessels
2019/05/28 by Ali Hatamizadeh, Hamid Hosseini, Hatamizadeh, Ali +7 · 2 citations
Medicine · Computer Science · #Retinal Imaging and Analysis #Retinal and Optic Conditions #Digital Imaging for Blood Diseases
- Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports
2021/10/06 by Riddhish Bhalodia, Ali Hatamizadeh, Bhalodia, Riddhish +11 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #Topic Modeling #electronic engineering #information engineering
- RLP: Reinforcement as a Pretraining Objective
2025/09/26 by Ali Hatamizadeh, Syeda Nahida Akter, Hatamizadeh, Ali +13 · 4 citations
Psychology · #Behavioral and Psychological Studies