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Huang, Shao-Lun

  1. 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)
  2. OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations
    2021/03/25 by Tan, Yang, Li, Yang, Huang, Shao-Lun · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering
    2021/09/13 by Xu, Jian, Huang, Shao-Lun, Song, Linqi +1 · 5 citations
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  4. Linear Information Coupling Problems
    2012/06/15 by Shao‐Lun Huang, Lizhong Zheng, Huang, Shao-Lun +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
  5. PAC-Bayes Information Bottleneck
    2021/09/29 by Wang, Zifeng, Huang, Shao-Lun, Kuruoglu, Ercan E. +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. An Efficient Approach to Informative Feature Extraction from Multimodal Data
    2018/11/22 by Lichen Wang, Wang, Lichen, Jiaxiang Wu +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
  7. 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
  8. 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
  9. Proof of the outage probability conjecture for MISO channels
    2011/03/28 by Abbe, Emmanuel, Huang, Shao-Lun, Telatar, Emre · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  10. Euclidean Information Theory of Networks
    2015/05/18 by Shao‐Lun Huang, Huang, Shao-Lun, Changho Suh +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
  11. Task Oriented In-Domain Data Augmentation
    2024/06/24 by Xiao Liang, Xinyu Hu, Liang, Xiao +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
  12. On Universal Features for High-Dimensional Learning and Inference
    2019/11/20 by Huang, Shao-Lun, Makur, Anuran, Wornell, Gregory W. +1 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. Maximum Likelihood Estimation for Multimodal Learning with Missing Modality
    2021/08/24 by Fei Ma, Xiangxiang Xu, Ma, Fei +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
  14. Revisiting Sparse Convolutional Model for Visual Recognition
    2022/10/24 by Dai, Xili, Li, Mingyang, Zhai, Pengyuan +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. CanonSwap: High-Fidelity and Consistent Video Face Swapping via Canonical Space Modulation
    2025/07/03 by Luo, Xiangyang, Zhu, Ye, Liu, Yunfei +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences