Bradley Green
- Towards Generalist Biomedical AI
2023/07/26 by Tao Tu, Tu, Tao, Shekoofeh Azizi +68 · 3 voices · 63 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Towards Expert-Level Medical Question Answering with Large Language Models
2023/05/16 by Karan Singhal, Singhal, Karan, Tao Tu +64 · 4 voices · 43 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL #cs.LG
- Capabilities of Gemini Models in Medicine
2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +138 · 3 voices · 30 citations
Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
- Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case
2020/01/23 by Neo Wu, Wu, Neo, Bradley Green +5 · 14 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #Influenza Virus Research Studies
- Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation
2020/03/17 by Huiyu Wang, Wang, Huiyu, Yukun Zhu +9 · 13 citations
Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
- User-LLM: Efficient LLM Contextualization with User Embeddings
2024/02/21 by Lin Ning, Ning, Lin, Luyang Liu +15 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data
2021/04/26 by Jia, Xuhui, Kai Han, Yukun Zhu +4 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Contrastive Learning for Label-Efficient Semantic Segmentation
2020/12/13 by Xiangyun Zhao, Raviteja Vemulapalli, Zhao, Xiangyun +11 · 3 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
- STEP: Segmenting and Tracking Every Pixel
2021/02/23 by Mark Weber, Weber, Mark, Jun Xie +23 · 4 citations
Computer Science · #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
- Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
2023/04/10 by Inkyu Shin, Shin, Inkyu, Dahun Kim +15 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- UserSumBench: A Benchmark Framework for Evaluating User Summarization Approaches
2024/08/30 by Chao Wang, Neo Wu, Wang, Chao +13 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Persona Design and Applications #Recommender Systems and Techniques
- RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs
2024/09/06 by Jiaxing Wu, Ning Lin, Wu, Jiaxing +17 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Search to Distill: Pearls are Everywhere but not the Eyes
2019/11/20 by Yu Liu, Liu, Yu, Xuhui Jia +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #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)