Shi, Yaya

1. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
   2023/04/27 by Qinghao Ye, Ye, Qinghao, Haiyang Xu +32 · 69 citations
   Computer Science · #Computation and Language (cs.CL) #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 #Topic Modeling
2. EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching
   2021/11/17 by Shi, Yaya, Yang, Xu, Xu, Haiyang +4 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. MIBench: Evaluating Multimodal Large Language Models over Multiple Images
   2024/07/21 by Liu, Haowei, Zhang, Xi, Xu, Haiyang +8 · 10 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks
   2023/06/07 by Haiyang Xu, Qinghao Ye, Xu, Haiyang +29 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
5. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
   2023/11/30 by Anwen Hu, Yaya Shi, Hu, Anwen +17 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
6. iMOVE: Instance-Motion-Aware Video Understanding
   2025/02/17 by Li, Jiaze, Shi, Yaya, Ma, Zongyang +7 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Object Relational Graph with Teacher-Recommended Learning for Video Captioning
   2020/02/26 by Zhang, Ziqi, Shi, Yaya, Yuan, Chunfeng +4 · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
   2025/02/14 by Chen, Jiankang, Zhang, Tianke, Liu, Changyi +8 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences