Lin, Hsuan-Tien
- TableRAG: Million-Token Table Understanding with Language Models
2024/10/07 by Sian Chen, Chen, Si-An, Lesly Miculicich +17 · 15 citations
Computer Science · Decision Sciences · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Data Quality and Management
- An Online Boosting Algorithm with Theoretical Justifications
2012/06/27 by Chen, Shang-Tse, Lin, Hsuan-Tien, Lu, Chi-Jen · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Cold-start Active Learning through Self-supervised Language Modeling
2020/10/19 by Michelle Yuan, Hsuan-Tien Lin, Yuan, Michelle +3 · 3 citations
Computer Science · #Machine Learning and Algorithms #Topic Modeling #Natural Language Processing Techniques
- Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis
2023/05/23 by Chew, Oscar, Lin, Hsuan-Tien, Chang, Kai-Wei +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CLImage: Human-Annotated Datasets for Complementary-Label Learning
2023/05/15 by Hsiu-Hsuan Wang, Wang, Hsiu-Hsuan, Mai, Tan-Ha +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Text and Document Classification Technologies
- Unbiased Risk Estimators Can Mislead: A Case Study of Learning with\n Complementary Labels
2020/07/05 by Yu-Ting Chou, Gang Niu, Chou, Yu-Ting +5 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Automatic Bridge Bidding Using Deep Reinforcement Learning
2016/07/12 by Yeh, Chih-Kuan, Lin, Hsuan-Tien · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Compatibility Family Learning for Item Recommendation and Generation
2017/12/02 by Yong-Siang Shih, Shih, Yong-Siang, Kai-Yueh Chang +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Visual Attention and Saliency Detection
- Can Active Learning Experience Be Transferred?
2016/08/02 by H.M. Chu, Hsuan-Tien Lin, Chu, Hong-Min +1 · 1 citation
Computer Science · Decision Sciences · Social Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Innovative Teaching Methods #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks
2024/08/28 by Chew, Oscar, Lu, Po-Yi, Lin, Jayden +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Semi-Supervised Domain Adaptation with Source Label Adaptation
2023/02/05 by Yu, Yu-Chu, Lin, Hsuan-Tien · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- From SMOTE to Mixup for Deep Imbalanced Classification
2023/08/29 by Cheng, Wei-Chao, Mai, Tan-Ha, Lin, Hsuan-Tien · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Score-based Conditional Generation with Fewer Labeled Data by Self-calibrating Classifier Guidance
2023/07/09 by Paul Kuo-Ming Huang, Huang, Paul Kuo-Ming, Sian Chen +3 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification
- SLIM: Spuriousness Mitigation with Minimal Human Annotations
2024/07/08 by Xuan, Xiwei, Deng, Ziquan, Lin, Hsuan-Tien +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reduction from Complementary-Label Learning to Probability Estimates
2022/09/20 by Wei-I Lin, Hsuan-Tien Lin, Lin, Wei-I +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Music and Audio Processing #Text and Document Classification Technologies
- Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation
2024/10/15 by Fang, Hung-Chieh, Lu, Po-Yi, Lin, Hsuan-Tien · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)