Fahim Kawsar

1. PaPaGei: Open Foundation Models for Optical Physiological Signals
   2024/10/27 by Arvind Pillai, Dimitris Spathis, Pillai, Arvind +5 · 1 voice · 21 citations
   #cs.LG #eess.SP
2. The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models
   2023/09/12 by Dimitris Spathis, Spathis, Dimitris, Fahim Kawsar +1 · 11 citations
   Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
3. PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervision
   2024/11/22 by Arnav Das, Chi Ian Tang, Das, Arnav M. +5 · 4 citations
   Computer Science · #Natural Language Processing Techniques
4. Enhancing Efficiency in Multidevice Federated Learning through Data Selection
   2022/11/08 by Fan Mo, Mohammad Malekzadeh, Mo, Fan +7 · 2 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
5. Balancing Continual Learning and Fine-tuning for Human Activity Recognition
   2024/01/04 by Chi Ian Tang, Lorena Qendro, Tang, Chi Ian +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
6. SensiX: A Platform for Collaborative Machine Learning on the Edge
   2020/12/04 by Chulhong Min, Min, Chulhong, Akhil Mathur +7 · 1 citation
   Computer Science · Engineering · #Mobile Crowdsensing and Crowdsourcing #Context-Aware Activity Recognition Systems #Indoor and Outdoor Localization Technologies
7. ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition
   2022/02/01 by Yash Jain, Chi Ian Tang, Jain, Yash +7 · 1 citation
   Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Human Pose and Action Recognition #Gait Recognition and Analysis
8. Synergy: Towards On-Body AI via Tiny AI Accelerator Collaboration on Wearables
   2023/12/11 by Taesik Gong, Si Young Jang, Gong, Taesik +7 · 1 citation
   Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
9. Enabling Cross-Camera Collaboration for Video Analytics on Distributed Smart Cameras
   2024/01/25 by Chulhong Min, Juheon Yi, Min, Chulhong +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Parallel #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection #and Cluster Computing (cs.DC)
10. Using Self-supervised Learning Can Improve Model Fairness
    2024/06/04 by Sofia Yfantidou, Dimitris Spathis, Yfantidou, Sofia +9 · 1 citation
    Engineering · Computer Science · #Robotic Process Automation Applications #Machine Learning and Data Classification
11. DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
    2024/12/09 by Taesik Gong, Fahim Kawsar, Gong, Taesik +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)