Zhengfeng Lai
- MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
2024/09/30 by Haotian Zhang, Zhang, Haotian, Mingfei Gao +43 · 1 voice · 13 citations
Computer Science · #cs.CV #cs.CL #cs.LG
- VeCLIP: Improving CLIP Training via Visual-enriched Captions
2023/10/11 by Zhengfeng Lai, Lai, Zhengfeng, Haotian Zhang +20 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models
2024/07/22 by Mingze Xu, Mingfei Gao, Xu, Mingze +13 · 20 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Contrastive Localized Language-Image Pre-Training
2024/10/03 by Hong-You Chen, Zhengfeng Lai, Chen, Hong-You +17 · 1 voice · 7 citations
Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #EFL/ESL Teaching and Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Second Language Learning and Teaching #cs.CV #cs.LG
- MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
2024/07/18 by Guoli Yin, Haoping Bai, Yin, Guoli +44 · 3 citations
Computer Science · #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning #Semantic Web and Ontologies
- Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
2024/10/03 by Zhengfeng Lai, Vasileios Saveris, Lai, Zhengfeng +21 · 2 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 #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- MobilityGPT: Enhanced Human Mobility Modeling with a GPT model
2024/02/05 by Ammar Haydari, Dongjie Chen, Haydari, Ammar +5 · 1 citation
Social Sciences · Computer Science · Engineering · #Human Mobility and Location-Based Analysis #Opportunistic and Delay-Tolerant Networks #Traffic Prediction and Management Techniques