H. Eric Tseng
- Federated Quantum Machine Learning with Differential Privacy
2023/10/10 by Rod Rofougaran, Shinjae Yoo, Rofougaran, Rod +5 · 8 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Boosting Self-Supervised Embeddings for Speech Enhancement
2022/04/07 by Kuo-Hsuan Hung, Szu‐Wei Fu, Hung, Kuo-Hsuan +9 · 3 citations
Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Hand Gesture Recognition Systems
- Prospective Role of Foundation Models in Advancing Autonomous Vehicles
2023/12/08 by Wu, Jianhua, Bingzhao Gao, Gao, Bingzhao +18 · 4 citations
Computer Science · Engineering · Earth and Planetary Sciences · #Robotic Path Planning Algorithms #Autonomous Vehicle Technology and Safety #Geological Modeling and Analysis
- Predictive Control for Autonomous Driving with Uncertain, Multi-modal Predictions
2023/10/31 by Siddharth H. Nair, Hotae Lee, Nair, Siddharth H. +9 · 3 citations
Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Robotics (cs.RO) #Systems and Control (eess.SY) #Traffic control and management #Vehicle Dynamics and Control Systems #electronic engineering #information engineering
- Quantum Gradient Class Activation Map for Model Interpretability
2024/08/12 by Hsin-Yi Lin, H. Eric Tseng, Lin, Hsin-Yi +5 · 5 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Safe Reinforcement Learning Using Robust Action Governor
2021/02/21 by Yutong Li, Nan Li, Li, Yutong +9 · 1 citation
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Reliability and Analysis Research #Systems and Control (eess.SY) #electronic engineering #information engineering
- REFINE: Reachability-based Trajectory Design using Robust Feedback Linearization and Zonotopes
2022/11/22 by Jinsun Liu, Liu, Jinsun, Yifei Shao +17 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Real-time simulation and control systems #Robotic Path Planning Algorithms #Robotics (cs.RO) #Vehicle Dynamics and Control Systems
- INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization
2023/09/08 by Xi Yu, H. Eric Tseng, Yu, Xi +7 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Dream to Adapt: Meta Reinforcement Learning by Latent Context Imagination and MDP Imagination
2023/11/11 by Wenpeng Lü, Songan Zhang, Wen, Lu +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Learning to Measure Quantum Neural Networks
2025/01/10 by Samuel Yen-Chi Chen, H. Eric Tseng, Chen, Samuel Yen-Chi +5 · 4 citations
Computer Science · #Neural Networks and Applications
- Learning to Program Quantum Measurements for Machine Learning
2025/05/18 by Samuel Yen-Chi Chen, H. Eric Tseng, Chen, Samuel Yen-Chi +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- On Quantum BSDE Solver for High-Dimensional Parabolic PDEs
2025/06/17 by Hui Su, H. Eric Tseng, Su, Howard +1 · 1 citation
Computer Science · Mathematics · #Quantum Computing Algorithms and Architecture #Differential Equations and Numerical Methods