Tseng, Huan-Hsin
- Federated Quantum Machine Learning with Differential Privacy
2023/10/10 by Rod Rofougaran, Rofougaran, Rod, Shinjae Yoo +5 · 10 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 · 4 citations
Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Hand Gesture Recognition Systems
- Quantum Federated Learning With Quantum Networks
2023/10/23 by Wang, Tyler, Tseng, Huan-Hsin, Yoo, Shinjae · 5 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- 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)
- Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport
2021/11/11 by Lin, Hsin-Yi, Tseng, Huan-Hsin, Lu, Xugang +1 · 1 citation
#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
- Learning to Measure Quantum Neural Networks
2025/01/10 by Samuel Yen-Chi Chen, Chen, Samuel Yen-Chi, H. Eric Tseng +5 · 5 citations
Computer Science · #Neural Networks and Applications
- UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation
2023/03/28 by Torbunov, Dmitrii, Huang, Yi, Tseng, Huan-Hsin +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization
2023/09/08 by Xi Yu, Yu, Xi, H. Eric Tseng +7 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Transfer Learning Analysis of Variational Quantum Circuits
2025/01/02 by Tseng, Huan-Hsin, Lin, Hsin-Yi, Chen, Samuel Yen-Chi +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Learning to Program Quantum Measurements for Machine Learning
2025/05/18 by Samuel Yen-Chi Chen, H. Eric Tseng, Chen, Samuel Yen-Chi +5 · 4 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)
- Linguistic Knowledge Transfer Learning for Speech Enhancement
2025/03/10 by Hung, Kuo-Hsuan, Lu, Xugang, Fu, Szu-Wei +4 · 2 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
- Quantum Reinforcement Learning by Adaptive Non-local Observables
2025/07/25 by Lin, Hsin-Yi, Chen, Samuel Yen-Chi, Tseng, Huan-Hsin +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Adaptive Non-local Observable on Quantum Neural Networks
2025/04/18 by Lin, Hsin-Yi, Tseng, Huan-Hsin, Chen, Samuel Yen-Chi +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- On Quantum BSDE Solver for High-Dimensional Parabolic PDEs
2025/06/17 by Hui Su, Su, Howard, H. Eric Tseng +1 · 1 citation
Computer Science · Mathematics · #Quantum Computing Algorithms and Architecture #Differential Equations and Numerical Methods