Shao‐Lun Huang
- Personalized Federated Learning with Feature Alignment and Classifier Collaboration
2023/06/20 by Jian Xu, Xinyi Tong, Xu, Jian +3 · 9 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Linear Information Coupling Problems
2012/06/15 by Shao‐Lun Huang, Huang, Shao-Lun, Lizhong Zheng +1 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cellular Automata and Applications #DNA and Biological Computing #FOS: Computer and information sciences #Information Theory (cs.IT) #graph theory and CDMA systems
- An Efficient Approach to Informative Feature Extraction from Multimodal Data
2018/11/22 by Lichen Wang, Jiaxiang Wu, Wang, Lichen +11 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
- Less Is Better: Unweighted Data Subsampling via Influence Function
2019/12/03 by Zifeng Wang, Wang, Zifeng, Hong Zhu +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- On Locally Decodable Source Coding
2013/08/23 by Ali Makhdoumi, Shao‐Lun Huang, Makhdoumi, Ali +5 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Algorithms and Data Compression #Error Correcting Code Techniques #DNA and Biological Computing
- Euclidean Information Theory of Networks
2015/05/18 by Shao‐Lun Huang, Changho Suh, Huang, Shao-Lun +3 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques
- Task Oriented In-Domain Data Augmentation
2024/06/24 by Xiao Liang, Liang, Xiao, Xinyu Hu +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
- Maximum Likelihood Estimation for Multimodal Learning with Missing Modality
2021/08/24 by Fei Ma, Ma, Fei, Xiangxiang Xu +5 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing
- RCA-NOC: Relative Contrastive Alignment for Novel Object Captioning
2023/12/11 by Jiashuo Fan, Yaoyuan Liang, Fan, Jiashuo +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications