Xiaolin Huang
- Friendly Sharpness-Aware Minimization
2024/03/19 by Tao Li, Pan Zhou, Li, Tao +7 · 10 citations
Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting Random Weight Perturbation for Efficiently Improving Generalization
2024/03/30 by Tao Li, Li, Tao, Qinghua Tao +13 · 5 citations
Computer Science · Engineering · #Control Systems and Identification #Digital Filter Design and Implementation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
2019/07/16 by Yulei Qin, Mingjian Chen, Qin, Yulei +14 · 2 citations
Computer Science · Medicine · #Speech Recognition and Synthesis #Voice and Speech Disorders #Obstructive Sleep Apnea Research
- One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks
2022/05/24 by Shutong Wu, Sizhe Chen, Wu, Shutong +5 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
2024/05/28 by Yingwen Wu, Ruiji Yu, Wu, Yingwen +7 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications
- Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape
2024/09/22 by Tao Li, Li, Tao, Zhengbao He +9 · 4 citations
Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- Online Robust Principal Component Analysis with Change Point Detection
2017/02/19 by Wei Xiao, Xiaolin Huang, Xiao, Wei +7 · 1 citation
Chemistry · Computer Science · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #Blind Source Separation Techniques #Computation (stat.CO) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spectroscopy and Chemometric Analyses
- High-frequency repetitive transcranial magnetic stimulation combined with cognitive training improves cognitive function and cortical metabolic ratios in Alzheimer’s disease
2019/07/10 by Fengxia Zhang, Yuanyuan Qin, Lingfeng Xie +3 · 1 citation
- Towards Natural Machine Unlearning
2024/05/24 by Zhengbao He, He, Zhengbao, Tao Li +7 · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Semi-tensor Product-based TensorDecomposition for Neural Network Compression
2021/09/30 by Hengling Zhao, Zhao, Hengling, Yipeng Liu +5 · 1 citation
Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications
- FG-UAP: Feature-Gathering Universal Adversarial Perturbation
2022/09/27 by Zhixing Ye, Ye, Zhixing, Xinwen Cheng +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors
2022/11/22 by Sizhe Chen, Chen, Sizhe, Geng Yuan +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adversarial Attack Type I: Cheat Classifiers by Significant Changes
2018/09/03 by Sanli Tang, Tang, Sanli, Xiaolin Huang +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
- Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels
2023/10/08 by Fan He, He, Fan, Mingzhen He +7 · 1 citation
Computer Science · #Machine Learning and ELM #Neural Networks and Applications #Face and Expression Recognition
- Learn What You Need in Personalized Federated Learning
2024/01/16 by Kexin Lv, Lv, Kexin, Rui Ye +7 · 1 citation
Computer Science · Social Sciences · #FOS: Computer and information sciences #Health disparities and outcomes #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Resolve Domain Conflicts for Generalizable Remote Physiological Measurement
2024/04/11 by Weiyu Sun, Xinyu Zhang, Sun, Weiyu +13 · 1 citation
Engineering · Neuroscience · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Non-Invasive Vital Sign Monitoring #Sleep and Work-Related Fatigue
- OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning
2024/03/20 by Xinyu Geng, Jiaming Wang, Geng, Xinyu +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition