Dayan Guan
- Efficient Test-Time Adaptation of Vision-Language Models
2024/03/27 by Adilbek Karmanov, Dayan Guan, Karmanov, Adilbek +7 · 40 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- FSDR: Frequency Space Domain Randomization for Domain Generalization
2021/03/03 by Jiaxing Huang, Huang, Jiaxing, Dayan Guan +5 · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data
2021/10/07 by Jiaxing Huang, Dayan Guan, Huang, Jiaxing +5 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation
2021/07/12 by Aoran Xiao, Xiao, Aoran, Jiaxing Huang +7 · 10 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds
2022/07/30 by Aoran Xiao, Xiao, Aoran, Jiaxing Huang +9 · 10 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection
2018/02/27 by Dayan Guan, Guan, Dayan, Yanpeng Cao +7 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
2023/04/03 by Aoran Xiao, Jiaxing Huang, Xiao, Aoran +15 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- BenchLMM: Benchmarking Cross-style Visual Capability of Large Multimodal Models
2023/12/05 by Rizhao Cai, Cai, Rizhao, Zirui Song +11 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection
2021/02/27 by Dayan Guan, Guan, Dayan, Jiaxing Huang +7 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Unsupervised Domain Adaptation for Multispectral Pedestrian Detection
2019/04/07 by Dayan Guan, Guan, Dayan, Xing Luo +11 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods