11 citations
- National Taiwan Normal UniversityTW2 papers
- Advanced Semiconductor Engineering (Taiwan)TW1 paper
- Feng Chia UniversityTW1 paper
- Georgia Institute of TechnologyUS1 paper
- Indiana University BloomingtonUS1 paper
- National Center for High-Performance ComputingTW1 paper
- National Taiwan Ocean UniversityTW1 paper
- National Yang Ming Chiao Tung UniversityTW1 paper
- Texas A&M UniversityUS1 paper
- The University of Texas at AustinUS1 paper
- University of California, Santa CruzUS1 paper
- Virginia TechUS1 paper
6 papers
Predictive Lightweight MARL for Resilient Coverage in Sparse-Signaling Aerial Networks
Chuan-Chi Lai, Ang-Hsun Tsai
This letter proposes the Predictive Lightweight Multi-Agent Reinforcement Learning (PL-MARL) framework to ensure resilient coverage in bandwidth-constrained UAV swarms. To counter…
Totoro: An Adaptive and Scalable Edge Federated Learning System
Cheng-Wei Ching, Xin Chen, Taehwan Kim +3
Federated Learning (FL) is an emerging distributed machine learning (ML) technique that enables in-situ model training and inference on decentralized edge devices. We propose Totor…
Teachers' Vocal Expressions and Student Engagement in Asynchronous Video Learning
Hung-Yue Suen, Yu-Sheng Su
Asynchronous video learning, including massive open online courses (MOOCs), offers flexibility but often lacks students' affective engagement. This study examines how teachers' ver…
Artificial Intelligence can Recognize Whether a Job Applicant is Selling and/or Lying According to Facial Expressions and Head Movements Much More Correctly Than Human Interviewers
Hung-Yue Suen, Kuo-En Hung, Che-Wei Liu +2
Whether an interviewee's honest and deceptive responses can be detected by facial expression signals in videos has been debated and requires further research. We developed deep lea…
Heterogeneous Model Fusion for Privacy-Aware Multi-Camera Surveillance via Synthetic Domain Adaptation
Peggy Joy Lu, Wei-Yu Chen, Yao-Tsung Huang +1
We propose HeroCrystal, a novel privacy-preserving framework for multi-camera domain-adaptive object detection, addressing challenges such as data privacy, class imbalance, and het…
Artifacts of Numerical Integration in Learning Dynamical Systems
Bing-Ze Lu, Richard Tsai
In many applications, one needs to learn a dynamical system from its solutions sampled at a finite number of time points. The learning problem is often formulated as an optimizatio…