Sun, Yiming

1. Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning
   2020/03/05 by Yiming Sun, Bing Cao, Sun, Yiming +5 · 32 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #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 (cs.LG) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
2. Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion
   2023/02/02 by Yiming Sun, Bing Cao, Sun, Yiming +5 · 17 citations
   Engineering · Computer Science · #Advanced Image Fusion Techniques #Image Enhancement Techniques #Photoacoustic and Ultrasonic Imaging
3. Multi-Drone based Single Object Tracking with Agent Sharing Network
   2020/03/16 by Pengfei Zhu, Jiayu Zheng, Zhu, Pengfei +9 · 3 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #UAV Applications and Optimization #Video Surveillance and Tracking Methods
4. ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
   2024/11/04 by Yiming Sun, Yu Fan, Sun, Yiming +13 · 6 citations
   Computer Science · #AI in Service Interactions #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
5. "Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations
   2019/04/29 by Yujia Zhang, Zhang, Yujia, Kuangyan Song +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
6. Tensor Random Projection for Low Memory Dimension Reduction
   2021/04/30 by Yiming Sun, Yang Guo, Sun, Yiming +5 · 2 citations
   Mathematics · Engineering · Computer Science · #Tensor decomposition and applications #Sparse and Compressive Sensing Techniques #Advanced Image and Video Retrieval Techniques
7. A Recent Survey of Heterogeneous Transfer Learning
   2023/10/12 by Bao, Runxue, Sun, Yiming, Gao, Yuhe +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
   2025/03/19 by Feifei Li, Mi Zhang, Li, Feifei +5 · 4 citations
   Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Rethinking Multi-Modal Object Detection from the Perspective of Mono-Modality Feature Learning
   2025/03/14 by Zhao, Tianyi, Liu, Boyang, Gao, Yanglei +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning
    2023/06/29 by Yuelyu Ji, Ji, Yuelyu, Yuhe Gao +11 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Emergency and Acute Care Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
11. MULTI: Multimodal Understanding Leaderboard with Text and Images
    2024/02/05 by Zichen Zhu, Zhu, Zichen, Yang Xu +25 · 1 citation
    Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Education and Technology Integration #FOS: Computer and information sciences #Language, Metaphor, and Cognition
12. Transfer Learning with Clinical Concept Embeddings from Large Language Models
    2024/09/20 by Yuhe Gao, Runxue Bao, Gao, Yuhe +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
13. Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent
    2024/11/08 by Linfeng He, Yiming Sun, He, Linfeng +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Vehicle License Plate Recognition
14. Scalable In-Context Learning on Tabular Data via Retrieval-Augmented Large Language Models
    2025/02/05 by Xumeng Wen, Wen, Xumeng, Shun Zheng +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling