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Cook, Diane J.

  1. A Survey of Unsupervised Deep Domain Adaptation
    2018/12/06 by Wilson, Garrett, Cook, Diane J. · 31 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data
    2020/05/22 by Wilson, Garrett, Doppa, Janardhan Rao, Cook, Diane J. · 10 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning
    2021/09/30 by Garrett Wilson, Wilson, Garrett, Janardhan Rao Doppa +3 · 5 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gait Recognition and Analysis #Machine Learning (cs.LG)
  4. Activity2Vec: Learning ADL Embeddings from Sensor Data with a Sequence-to-Sequence Model
    2019/07/12 by Alireza Ghods, Diane J. Cook, Ghods, Alireza +1 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting