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Tsai, Yao-Hung Hubert

  1. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
    2021/06/14 by Hsu, Wei-Ning, Bolte, Benjamin, Tsai, Yao-Hung Hubert +3 · 350 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #electronic engineering #information engineering
  2. Multimodal Transformer for Unaligned Multimodal Language Sequences
    2019/06/01 by Tsai, Yao-Hung Hubert, Bai, Shaojie, Liang, Paul Pu +3 · 94 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. 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
  4. Transformer Dissection: A Unified Understanding of Transformer's\n Attention via the Lens of Kernel
    2019/08/30 by Yao-Hung Hubert Tsai, Shaojie Bai, Tsai, Yao-Hung Hubert +7 · 9 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
  5. On Verbalized Confidence Scores for LLMs
    2024/12/19 by Daniel Yang, Yao-Hung Hubert Tsai, Yang, Daniel +3 · 2 voices · 17 citations
    #cs.CL
  6. Learning Robust Visual-Semantic Embeddings
    2017/03/17 by Yao-Hung Hubert Tsai, Tsai, Yao-Hung Hubert, Liang-Kang Huang +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
  7. Learning Representations from Imperfect Time Series Data via Tensor Rank\n Regularization
    2019/07/01 by Paul Pu Liang, Liang, Paul Pu, Zhun Liu +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
  8. 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
  9. Complex Transformer: A Framework for Modeling Complex-Valued Sequence
    2019/10/22 by Muqiao Yang, Quintín Martín Martín, Yang, Muqiao +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
  10. Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning
    2021/06/05 by Ma, Martin Q., Tsai, Yao-Hung Hubert, Liang, Paul Pu +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Neural Methods for Point-wise Dependency Estimation
    2020/06/09 by Tsai, Yao-Hung Hubert, Zhao, Han, Yamada, Makoto +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  12. 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
  13. Strong and Simple Baselines for Multimodal Utterance Embeddings
    2019/05/14 by Liang, Paul Pu, Lim, Yao Chong, Tsai, Yao-Hung Hubert +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  14. Capsules with Inverted Dot-Product Attention Routing
    2020/02/12 by Tsai, Yao-Hung Hubert, Srivastava, Nitish, Goh, Hanlin +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Self-supervised Representation Learning with Relative Predictive Coding
    2021/03/21 by Tsai, Yao-Hung Hubert, Ma, Martin Q., Yang, Muqiao +3 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  16. A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning
    2021/04/28 by Tsai, Yao-Hung Hubert, Bai, Shaojie, Morency, Louis-Philippe +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Integrating Auxiliary Information in Self-supervised Learning
    2021/06/05 by Tsai, Yao-Hung Hubert, Li, Tianqin, Liu, Weixin +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Conditional Contrastive Learning with Kernel
    2022/02/11 by Tsai, Yao-Hung Hubert, Li, Tianqin, Ma, Martin Q. +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Multimodal Large Language Model for Visual Navigation
    2023/10/12 by Yao-Hung Hubert Tsai, Vansh Dhar, Tsai, Yao-Hung Hubert +7 · 1 citation
    Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Geographic Information Systems Studies
  20. PhiNet v2: A Mask-Free Brain-Inspired Vision Foundation Model from Video
    2025/05/16 by Yamada, Makoto, Chai, Kian Ming A., Rhim, Ayoub +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)