Yao-Hung Hubert Tsai
- Learning Factorized Multimodal Representations
2018/06/16 by Yao-Hung Hubert Tsai, Paul Pu Liang, Tsai, Yao-Hung Hubert +7 · 17 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
- Transformer Dissection: A Unified Understanding of Transformer's\n Attention via the Lens of Kernel
2019/08/30 by Yao-Hung Hubert Tsai, Tsai, Yao-Hung Hubert, Shaojie Bai +7 · 10 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- On Verbalized Confidence Scores for LLMs
2024/12/19 by Daniel Yang, Yang, Daniel, Yao-Hung Hubert Tsai +3 · 2 voices · 17 citations
#cs.CL
- Learning Robust Visual-Semantic Embeddings
2017/03/17 by Yao-Hung Hubert Tsai, Liang-Kang Huang, Tsai, Yao-Hung Hubert +3 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Learning Representations from Imperfect Time Series Data via Tensor Rank\n Regularization
2019/07/01 by Paul Pu Liang, Zhun Liu, Liang, Paul Pu +9 · 4 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications #Topic Modeling
- KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
2024/05/21 by Hugues Thomas, Thomas, Hugues, Yao-Hung Hubert Tsai +5 · 6 citations
Computer Science · Earth and Planetary Sciences · #Neural Networks and Applications #Seismic Imaging and Inversion Techniques #Generative Adversarial Networks and Image Synthesis
- Complex Transformer: A Framework for Modeling Complex-Valued Sequence
2019/10/22 by Muqiao Yang, Yang, Muqiao, Quintín Martín Martín +7 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Neural Networks and Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning
2024/02/01 by Yao-Hung Hubert Tsai, Tsai, Yao-Hung Hubert, Walter Talbott +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Multimodal Large Language Model for Visual Navigation
2023/10/12 by Yao-Hung Hubert Tsai, Tsai, Yao-Hung Hubert, Vansh Dhar +7 · 1 citation
Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Geographic Information Systems Studies