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Wei Wen

  1. TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
    2017/05/22 by Wei Wen, Cong Xu, Wen, Wei +11 · 24 citations
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #Robotics and Automated Systems #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  2. Neural Predictor for Neural Architecture Search
    2019/12/02 by Wei Wen, Wen, Wei, Hanxiao Liu +9 · 10 citations
    Computer Science · Materials 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 in Materials Science
  3. See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval
    2022/08/18 by Xiujun Shu, Wei Wen, Shu, Xiujun +13 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization #Video Surveillance and Tracking Methods
  4. Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification
    2020/04/20 by Huanrui Yang, Minxue Tang, Yang, Huanrui +13 · 6 citations
    Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  5. Keeping Your Brain in Balance: Homeostatic Regulation of Network Function
    2024/02/21 by Wei Wen, Gina G. Turrigiano · 1 voice · 6 citations
    Neuroscience · #Memory and Neural Mechanisms #Neural dynamics and brain function #Neuroscience and Neuropharmacology Research
  6. Trained Rank Pruning for Efficient Deep Neural Networks
    2018/12/06 by Yuhui Xu, Xu, Yuhui, Yuxi Li +15 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Speech and Audio Processing #Video Analysis and Summarization
  7. Faster CNNs with Direct Sparse Convolutions and Guided Pruning
    2016/08/04 by Jongsoo Park, Sheng Li, Park, Jongsoo +11 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced SAR Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. TRP: Trained Rank Pruning for Efficient Deep Neural Networks
    2020/04/30 by Yuhui Xu, Xu, Yuhui, Yuxi Li +15 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #Sparse and Compressive Sensing Techniques
  9. A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation
    2017/03/12 by Chunpeng Wu, Wu, Chunpeng, Wei Wen +9 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE)
  10. Learning Intrinsic Sparse Structures within Long Short-Term Memory
    2017/09/15 by Wei Wen, Wen, Wei, Yuxiong He +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
  11. Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review
    2022/04/04 by Jiyang Jiang, Dadong Wang, Jiang, Jiyang +7 · 1 citation
    Medicine · Neuroscience · #Acute Ischemic Stroke Management #Cerebrospinal fluid and hydrocephalus #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Intracerebral and Subarachnoid Hemorrhage Research #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
  12. D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation
    2023/08/08 by Hanjun Li, Li, Hanjun, Xiujun Shu +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  13. AutoGrow: Automatic Layer Growing in Deep Convolutional Networks
    2019/06/07 by Wei Wen, Wen, Wei, Feng Yan +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
  14. Seneca Valley virus 2C and 3C inhibit type I interferon production by inducing the degradation of RIG-I
    2019/06/28 by Wei Wen, Mengge Yin, Huawei Zhang +5 · 1 citation
    Medicine · Immunology and Microbiology · Agricultural and Biological Sciences · #Viral Infections and Vectors #interferon and immune responses #Animal Disease Management and Epidemiology
  15. Thoracoscopic Pulmonary Sub-Subsegmentectomy Based on Three-Dimensional Images
    2016/10/20 by Weibing Wu, Wei-Bing Wu, Xin-Feng Xu +5 · 16 citations
    Medicine · #Lung Cancer Diagnosis and Treatment #Tracheal and airway disorders #Medical Imaging and Pathology Studies
  16. InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
    2024/11/15 by Zeng, Zhichen, Xiaolong Liu, Mengyue Hang +46 · 1 citation
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Machine Learning (cs.LG)