Yao-Hung Tsai

According to our database, Yao-Hung Tsai authored at least 60 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Modality Selection in Multimodal Learning.

Yifei He, Runxiang Cheng, Gargi Balasubramaniam, Yao-Hung Hubert Tsai, Han Zhao

J. Mach. Learn. Res., 2024

Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning.

Yao-Hung Hubert Tsai, Walter Talbott, Jian Zhang

CoRR, 2024

KPConvX: Modernizing Kernel Point Convolution with Kernel Attention.

Hugues Thomas, Yao-Hung Hubert Tsai, Timothy D. Barfoot, Jian Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

An Empirical Study of Simplicial Representation Learning with Wasserstein Distance.

Makoto Yamada, Yuki Takezawa, Guillaume Houry, Kira Michaela Dusterwald, Déborah Sulem, Han Zhao, Yao-Hung Hubert Tsai

CoRR, 2023

Multimodal Large Language Model for Visual Navigation.

Yao-Hung Hubert Tsai, Vansh Dhar, Jialu Li, Bowen Zhang, Jian Zhang

CoRR, 2023

Human Following in Mobile Platforms with Person Re-Identification.

Mario Srouji, Yao-Hung Hubert Tsai, Hugues Thomas, Jian Zhang

CoRR, 2023

Self-Supervised Object Goal Navigation with In-Situ Finetuning.

So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang

IROS, 2023

SAFER: Safe Collision Avoidance Using Focused and Efficient Trajectory Search with Reinforcement Learning.

Mario Srouji, Hugues Thomas, Yao-Hung Hubert Tsai, Ali Farhadi, Jian Zhang

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

A 0.0067-mm² 12-bit 20-MS/s SAR ADC Using Digital Place-and-Route Tools in 40-nm CMOS.

Yao-Hung Tsai, Shen-Iuan Liu

IEEE Trans. Very Large Scale Integr. Syst., 2022

Object Goal Navigation with End-to-End Self-Supervision.

So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang

CoRR, 2022

Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agents.

Yao-Hung Hubert Tsai, Hanlin Goh, Ali Farhadi, Jian Zhang

CoRR, 2022

Paraphrasing Is All You Need for Novel Object Captioning.

Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang

CoRR, 2022

Safe Real-World Reinforcement Learning for Mobile Agent Obstacle Avoidance.

Mario Srouji, Wei Ding, Yao-Hung Hubert Tsai, Ali Farhadi, Jian Zhang

CoRR, 2022

Scale dependant layer for self-supervised nuclei encoding.

Peter Naylor, Yao-Hung Hubert Tsai, Marick Laé, Makoto Yamada

CoRR, 2022

Greedy modality selection via approximate submodular maximization.

Runxiang Cheng, Gargi Balasubramaniam, Yifei He, Yao-Hung Hubert Tsai, Han Zhao

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Feature-Robust Optimal Transport for High-Dimensional Data.

Mathis Petrovich, Chao Liang, Ryoma Sato, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Paraphrasing Is All You Need for Novel Object Captioning.

Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ Salakhutdinov, Louis-Philippe Morency, Frank Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Conditional Contrastive Learning with Kernel.

Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Weakly-supervised Contrastive Representations.

Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units.

Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Integrating Auxiliary Information in Self-supervised Learning.

Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency

CoRR, 2021

Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations.

Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov

CoRR, 2021

A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning.

Yao-Hung Hubert Tsai, Shaojie Bai, Louis-Philippe Morency, Ruslan Salakhutdinov

CoRR, 2021

LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport.

Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Self-supervised Representation Learning with Relative Predictive Coding.

Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the 9th International Conference on Learning Representations, 2021

Self-supervised Learning from a Multi-view Perspective.

Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the 9th International Conference on Learning Representations, 2021

Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training?

Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Unsupervised Domain Adaptation for Visual Navigation.

Shangda Li, Devendra Singh Chaplot, Yao-Hung Hubert Tsai, Yue Wu, Louis-Philippe Morency, Ruslan Salakhutdinov

CoRR, 2020

Demystifying Self-Supervised Learning: An Information-Theoretical Framework.

Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency

CoRR, 2020

Feature Robust Optimal Transport for High-dimensional Data.

Mathis Petrovich, Chao Liang, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada

CoRR, 2020

Interpretable Multimodal Routing for Human Multimodal Language.

Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency

CoRR, 2020

Neural Methods for Point-wise Dependency Estimation.

Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Capsules with Inverted Dot-Product Attention Routing.

Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov

Proceedings of the 8th International Conference on Learning Representations, 2020

Complex Transformer: A Framework for Modeling Complex-Valued Sequence.

Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis.

Yao-Hung Hubert Tsai, Martin Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond.

Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Ming-Syan Chen, Yu-Chiang Frank Wang

IEEE Trans. Image Process., 2019

LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport.

Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang

CoRR, 2019

Learning Neural Networks with Adaptive Regularization.

Han Zhao, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Geoffrey J. Gordon

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Strong and Simple Baselines for Multimodal Utterance Embeddings.

Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator.

Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai, Hirofumi Ohta, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu

Proceedings of the 7th International Conference on Learning Representations, 2019

Learning Factorized Multimodal Representations.

Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the 7th International Conference on Learning Representations, 2019

Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel.

Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph.

Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multimodal Transformer for Unaligned Multimodal Language Sequences.

Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization.

Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

"Dependency Bottleneck" in Auto-encoding Architectures: an Empirical Study.

Denny Wu, Yixiu Zhao, Yao-Hung Hubert Tsai, Makoto Yamada, Ruslan Salakhutdinov

CoRR, 2018

Selecting the Best in GANs Family: a Post Selection Inference Framework.

Yao-Hung Hubert Tsai, Denny Wu, Makoto Yamada, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Discovering Order in Unordered Datasets: Generative Markov Networks.

Yao-Hung Hubert Tsai, Han Zhao, Ruslan Salakhutdinov, Nebojsa Jojic

CoRR, 2017

Improving One-Shot Learning through Fusing Side Information.

Yao-Hung Hubert Tsai, Ruslan Salakhutdinov

CoRR, 2017

Generative-Discriminative Variational Model for Visual Recognition.

Chih-Kuan Yeh, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang

CoRR, 2017

Learning Robust Visual-Semantic Embeddings.

Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Unsupervised Domain Adaptation With Label and Structural Consistency.

Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang

IEEE Trans. Image Process., 2016

Recognizing heterogeneous cross-domain data via generalized joint distribution adaptation.

Yuan-Ting Hsieh, Shi-Yen Tao, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Heterogeneous domain adaptation with label and structure consistency.

Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Transfer Neural Trees for Heterogeneous Domain Adaptation.

Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang, Ming-Syan Chen

Proceedings of the Computer Vision - ECCV 2016, 2016

Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation.

Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation.

Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data.

Tzu-Ming Harry Hsu, Wei-Yu Chen, Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Stable pose tracking from a planar target with an analytical motion model in real-time applications.

Po-Chen Wu, Yao-Hung Tsai, Shao-Yi Chien

Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Person-specific domain adaptation with applications to heterogeneous face recognition.

Yao-Hung Tsai, Hung-Ming Hsu, Cheng-An Hou, Yu-Chiang Frank Wang

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014