Chen, Hong-You
- MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
2024/09/30 by Haotian Zhang, Mingfei Gao, Zhang, Haotian +43 · 1 voice · 13 citations
Computer Science · #cs.CV #cs.CL #cs.LG
- Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
2024/04/11 by Haotian Zhang, Zhang, Haotian, Haoxuan You +19 · 20 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning
2020/09/04 by Hong-You Chen, Chen, Hong-You, Wei‐Lun Chao +1 · 10 citations
Computer Science · Engineering · Decision Sciences · #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #Data Quality and Management
- SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models
2024/07/22 by Mingze Xu, Xu, Mingze, Mingfei Gao +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
- On the Importance and Applicability of Pre-Training for Federated Learning
2022/06/23 by Hong-You Chen, Cheng-Hao Tu, Chen, Hong-You +7 · 7 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
- 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
- Fine-Tuning is Fine, if Calibrated
2024/09/24 by Zheda Mai, Arpita Chowdhury, Mai, Zheda +19 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #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) #Machine Learning and Data Classification
- Apple Intelligence Foundation Language Models: Tech Report 2025
2025/07/17 by Ethan Li, Li, Ethan, Anders Larsen +487 · 14 citations
Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gradual Domain Adaptation without Indexed Intermediate Domains
2022/07/11 by Hong-You Chen, Chen, Hong-You, Wei‐Lun Chao +1 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
- Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
2024/09/24 by Zheda Mai, Mai, Zheda, Ping Zhang +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
- Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning
2020/01/06 by Han-Jia Ye, Ye, Han-Jia, Hong-You Chen +5 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Electricity Theft Detection Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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
- Learning Fractals by Gradient Descent
2023/03/14 by Tu, Cheng-Hao, Chen, Hong-You, Carlyn, David +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling
2025/02/03 by Wang, Xinze, Chen, Chen, Yang, Yinfei +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)