Mingcheng Li
- Detecting and Evaluating Medical Hallucinations in Large Vision Language Models
2024/06/14 by Jiawei Chen, Chen, Jiawei, Dingkang Yang +17 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Towards Multimodal Sentiment Analysis Debiasing via Bias Purification
2024/03/08 by Dingkang Yang, Mingcheng Li, Yang, Dingkang +17 · 8 citations
Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques
- AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception
2023/07/26 by Dingkang Yang, Shuai Huang, Yang, Dingkang +27 · 5 citations
Computer Science · Neuroscience · #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection #Tactile and Sensory Interactions
- Robust Emotion Recognition in Context Debiasing
2024/03/09 by Dingkang Yang, Yang, Dingkang, Kun Yang +9 · 7 citations
Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation
2024/06/17 by Yue Jiang, Jiang, Yue, Jiawei Chen +13 · 7 citations
Computer Science · #Topic Modeling #Text Readability and Simplification #Multimodal Machine Learning Applications
- MedAide: Information Fusion and Anatomy of Medical Intents via LLM-based Agent Collaboration
2024/10/16 by Dingkang Yang, Yang, Dingkang, Jinjie Wei +12 · 6 citations
Computer Science · Business, Management and Accounting · Health Professions · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Electronic Health Records Systems
- Context De-confounded Emotion Recognition
2023/03/21 by Dingkang Yang, Yang, Dingkang, Chen, Zhaoyu +18 · 3 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
- Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models
2024/04/25 by Jiawei Chen, Chen, Jiawei, Dingkang Yang +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Natural Language Processing Techniques
- BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation
2025/01/15 by Hou, Xiaolu, Mingcheng Li, Dingkang Yang +16 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems