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Mascolo, Cecilia

  1. TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
    2023/07/19 by Young D. Kwon, Kwon, Young D., Rui Li +9 · 11 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #IoT and Edge/Fog Computing #Machine Learning (cs.LG)
  2. Exploring Contrastive Learning in Human Activity Recognition for Healthcare
    2020/11/23 by Chi Ian Tang, Ignacio Perez-Pozuelo, Tang, Chi Ian +5 · 8 citations
    Computer Science · Medicine · #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing #Nutritional Studies and Diet
  3. Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking
    2024/06/23 by Yuwei Zhang, Zhang, Yuwei, Xia Tong +15 · 8 citations
    Engineering · #Acoustic Wave Phenomena Research #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  4. Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications
    2021/10/25 by Kwon, Young D., Chauhan, Jagmohan, Kumar, Abhishek +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Performance (cs.PF)
  5. LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms
    2023/11/19 by Kwon, Young D., Chauhan, Jagmohan, Jia, Hong +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. OpenStreetCab: Exploiting Taxi Mobility Patterns in New York City to Reduce Commuter Costs
    2015/03/10 by Vsevolod Salnikov, Renaud Lambiotte, Salnikov, Vsevolod +5 · 1 voice
    Computer Science · Physics and Astronomy · #cs.CY #cs.SI #physics.soc-ph
  7. Learning Generalizable Physiological Representations from Large-scale Wearable Data
    2020/11/09 by Spathis, Dimitris, Perez-Pozuelo, Ignacio, Brage, Soren +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. SensorLM: Learning the Language of Wearable Sensors
    2025/06/10 by Yuwei Zhang, Kumar Ayush, Zhang, Yuwei +37 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  9. Mobile-Based Experience Sampling for Behaviour Research
    2015/08/15 by Pejovic, Veljko, Lathia, Neal, Mascolo, Cecilia +1 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  10. Balancing Continual Learning and Fine-tuning for Human Activity Recognition
    2024/01/04 by Chi Ian Tang, Tang, Chi Ian, Lorena Qendro +9 · 2 citations
    Computer Science · #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. Federated Principal Component Analysis
    2019/07/18 by Andreas Grammenos, Grammenos, Andreas, Rodrigo Mendoza-Smith +5 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
  12. Leveraging Mobility Flows from Location Technology Platforms to Test Crime Pattern Theory in Large Cities
    2020/04/17 by Kadar, Cristina, Feuerriegel, Stefan, Noulas, Anastasios +1 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  13. Sounds of COVID-19: exploring realistic performance of audio-based digital testing
    2021/06/29 by Jing Han, Han, Jing, Xia Tong +21 · 1 citation
    Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #COVID-19 diagnosis using AI #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  14. Electrocardiogram Report Generation and Question Answering via Retrieval-Augmented Self-Supervised Modeling
    2024/09/13 by Jialu Tang, Xia Tong, Tang, Jialu +7 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining
  15. Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning
    2024/10/18 by Jialu Tang, Xia Tong, Tang, Jialu +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
  16. RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction
    2024/10/07 by Yuwei Zhang, Xia Tong, Zhang, Yuwei +5 · 2 citations
    Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Chronic Obstructive Pulmonary Disease (COPD) Research #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques #Respiratory and Cough-Related Research #Sound (cs.SD) #electronic engineering #information engineering
  17. RespEar: Earable-Based Robust Respiratory Rate Monitoring
    2024/07/09 by Yang Liu, Liu, Yang, Kayla-Jade Butkow +9 · 2 citations
    Engineering · Medicine · #Audio and Speech Processing (eess.AS) #Chronic Obstructive Pulmonary Disease (COPD) Research #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Non-Invasive Vital Sign Monitoring #Respiratory Support and Mechanisms #Sound (cs.SD) #electronic engineering #information engineering
  18. UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction
    2023/07/31 by Wu, Yu, Spathis, Dimitris, Jia, Hong +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers
    2024/02/14 by Jia, Hong, Kwon, Young D., Ma, Dong +4 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  20. StatioCL: Contrastive Learning for Time Series via Non-Stationary and Temporal Contrast
    2024/10/14 by Yu Yvonne Wu, Wu, Yu, Ting Dang +7 · 1 citation
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting