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Ploetz, Thomas

  1. Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables
    2016/04/29 by Nils Hammerla, Hammerla, Nils Y., Shane Halloran +3 · 15 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Contrastive Predictive Coding for Human Activity Recognition
    2020/12/09 by Haresamudram, Harish, Essa, Irfan, Ploetz, Thomas · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition
    2020/05/29 by Hyeokhyen Kwon, Catherine Tong, Kwon, Hyeokhyen +11 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  4. Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition
    2023/10/22 by Thukral, Megha, Haresamudram, Harish, Ploetz, Thomas · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition
    2022/11/11 by Harish Haresamudram, Irfan Essa, Haresamudram, Harish +3 · 2 citations
    Computer Science · Medicine · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Physical Activity and Health
  6. On Attention Models for Human Activity Recognition
    2018/05/19 by Murahari, Vishvak S, Ploetz, Thomas · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers
    2019/02/21 by Gao, Yan, Long, Yang, Guan, Yu +3 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. Transfer Learning in Human Activity Recognition: A Survey
    2024/01/18 by Dhekane, Sourish Gunesh, Ploetz, Thomas · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  9. Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
    2024/11/11 by Harish Haresamudram, Haresamudram, Harish, Chi Ian Tang +7 · 3 citations
    Computer Science · #Context-Aware Activity Recognition Systems
  10. Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition
    2023/06/01 by Harish Haresamudram, Haresamudram, Harish, Irfan Essa +3 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Software System Performance and Reliability #electronic engineering #information engineering
  11. Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)
    2024/05/20 by Megha Thukral, Sourish Gunesh Dhekane, Thukral, Megha +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  12. Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition -- And Ways to Overcome Them
    2024/08/21 by Harish Haresamudram, Apoorva Beedu, Haresamudram, Harish +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG)