Codella, Noel
- Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
2019/02/09 by Noel Codella, Codella, Noel, Veronica Rotemberg +21 · 100 citations
Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Skin Protection and Aging
- RegionCLIP: Region-based Language-Image Pretraining
2021/12/16 by Yiwu Zhong, Zhong, Yiwu, Jianwei Yang +19 · 62 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Florence: A New Foundation Model for Computer Vision
2021/11/22 by Lu Yuan, Dongdong Chen, Yuan, Lu +43 · 47 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- CvT: Introducing Convolutions to Vision Transformers
2021/03/29 by Haiping Wu, Bin Xiao, Wu, Haiping +11 · 50 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DaViT: Dual Attention Vision Transformers
2022/04/07 by Ding, Mingyu, Xiao, Bin, Codella, Noel +3 · 21 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context
2020/08/07 by Rotemberg, Veronica, Kurtansky, Nicholas, Betz-Stablein, Brigid +21 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks
2015/11/19 by Pouya Bashivan, Irina Rish, Bashivan, Pouya +5 · 11 citations
Neuroscience · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Neural and Behavioral Psychology Studies
- MAIRA-1: A specialised large multimodal model for radiology report generation
2023/11/22 by Stephanie L. Hyland, Hyland, Stephanie L., Shruthi Bannur +27 · 14 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
2022/01/15 by Zhecan Wang, Noel Codella, Wang, Zhecan +17 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
2022/04/22 by Wang, Zhecan, Codella, Noel, Chen, Yen-Chun +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Generative Enhancement for 3D Medical Images
2024/03/19 by Lingting Zhu, Zhu, Lingting, Noel Codella +9 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Streaming Video Model
2023/03/30 by Zhao, Yucheng, Luo, Chong, Tang, Chuanxin +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
2022/07/26 by Haoxuan You, Luowei Zhou, You, Haoxuan +13 · 1 citation
Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- i-Code: An Integrative and Composable Multimodal Learning Framework
2022/05/03 by Ziyi Yang, Yang, Ziyi, Yuwei Fang +37 · 1 citation
Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Subtitles and Audiovisual Media
- Fully Authentic Visual Question Answering Dataset from Online Communities
2023/11/27 by Chongyan Chen, Mengchen Liu, Chen, Chongyan +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications