Lin, Shou-De
- MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
2019/05/13 by Szu‐Wei Fu, Fu, Szu-Wei, Chien-Feng Liao +5 · 32 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- A Memory-Network Based Solution for Multivariate Time-Series Forecasting
2018/09/06 by Yen‐Yu Chang, Fan-Yun Sun, Chang, Yen-Yu +5 · 4 citations
Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Toward More Generalized Malicious URL Detection Models
2022/02/21 by YunDa Tsai, Tsai, YunDa, Cayon Liow +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Spam and Phishing Detection
- Towards Optimizing with Large Language Models
2023/10/08 by Guo, Pei-Fu, Chen, Ying-Hsuan, Tsai, Yun-Da +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents
2017/12/12 by Wu, Yueh-Hua, Lin, Shou-De · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- AutoML-GPT: Large Language Model for AutoML
2023/09/03 by Yun-Da Tsai, Tsai, Yun-Da, Yu-Che Tsai +7 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling
- Exposing the Functionalities of Neurons for Gated Recurrent Unit Based Sequence-to-Sequence Model
2023/03/27 by Yi-Ting Lee, Da-Yi Wu, Lee, Yi-Ting +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Neuron-Level Differentiation of Memorization and Generalization in Large Language Models
2024/12/24 by Yifu Fu, Huang, Ko-Wei, Fu, Yi-Fu +17 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Enhance the Robustness of Text-Centric Multimodal Alignments
2024/07/06 by Ting‐Yu Yen, Yen, Ting-Yu, Yun-Da Tsai +5 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
- Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting
2024/08/19 by Tsai, Yun-Da, Yen, Ting-Yu, Liao, Keng-Te +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- PSGText: Stroke-Guided Scene Text Editing with PSP Module
2023/10/20 by Felix Liawi, Yun-Da Tsai, Liawi, Felix +5 · 1 citation
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- Text-centric Alignment for Multi-Modality Learning
2024/02/12 by Yun-Da Tsai, Ting‐Yu Yen, Tsai, Yun-Da +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques