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ORCIDYao-Hung Tsai
Yao-Hung Hubert Tsai
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2020 – today
- 2024
[j5]Yifei He, Runxiang Cheng, Gargi Balasubramaniam, Yao-Hung Hubert Tsai, Han Zhao:
Efficient Modality Selection in Multimodal Learning. J. Mach. Learn. Res. 25: 47:1-47:39 (2024)- [c34]Hugues Thomas, Yao-Hung Hubert Tsai, Timothy D. Barfoot, Jian Zhang:
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention. CVPR 2024: 5525-5535 - [i39]Yao-Hung Hubert Tsai, Walter Talbott, Jian Zhang:
Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning. CoRR abs/2402.00251 (2024) - [i38]Hugues Thomas, Yao-Hung Hubert Tsai, Timothy D. Barfoot, Jian Zhang:
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention. CoRR abs/2405.13194 (2024) - 2023
- [c33]Mario Srouji, Hugues Thomas, Yao-Hung Hubert Tsai, Ali Farhadi, Jian Zhang:
SAFER: Safe Collision Avoidance Using Focused and Efficient Trajectory Search with Reinforcement Learning. CASE 2023: 1-8 - [c32]So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang:
Self-Supervised Object Goal Navigation with In-Situ Finetuning. IROS 2023: 7119-7126 - [i37]Mario Srouji, Yao-Hung Hubert Tsai, Hugues Thomas, Jian Zhang:
Human Following in Mobile Platforms with Person Re-Identification. CoRR abs/2309.12479 (2023) - [i36]Yao-Hung Hubert Tsai, Vansh Dhar
, Jialu Li, Bowen Zhang, Jian Zhang:
Multimodal Large Language Model for Visual Navigation. CoRR abs/2310.08669 (2023) - [i35]Makoto Yamada, Yuki Takezawa, Guillaume Houry, Kira Michaela Dusterwald, Déborah Sulem, Han Zhao, Yao-Hung Hubert Tsai:
An Empirical Study of Simplicial Representation Learning with Wasserstein Distance. CoRR abs/2310.10143 (2023) - 2022
- [j4]Yao-Hung Tsai, Shen-Iuan Liu:
A 0.0067-mm2 12-bit 20-MS/s SAR ADC Using Digital Place-and-Route Tools in 40-nm CMOS. IEEE Trans. Very Large Scale Integr. Syst. 30(7): 905-914 (2022) - [c31]Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Weakly-supervised Contrastive Representations. ICLR 2022 - [c30]Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov:
Conditional Contrastive Learning with Kernel. ICLR 2022 - [c29]Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ Salakhutdinov, Louis-Philippe Morency, Frank Wang:
Paraphrasing Is All You Need for Novel Object Captioning. NeurIPS 2022 - [c28]Mathis Petrovich, Chao Liang, Ryoma Sato, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada:
Feature-Robust Optimal Transport for High-Dimensional Data. ECML/PKDD (5) 2022: 291-307 - [c27]Runxiang Cheng, Gargi Balasubramaniam, Yifei He, Yao-Hung Hubert Tsai, Han Zhao:
Greedy modality selection via approximate submodular maximization. UAI 2022: 389-399 - [i34]Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov:
Conditional Contrastive Learning with Kernel. CoRR abs/2202.05458 (2022) - [i33]Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Weakly-Supervised Contrastive Representations. CoRR abs/2202.06670 (2022) - [i32]Peter Naylor, Yao-Hung Hubert Tsai, Marick Laé, Makoto Yamada:
Scale dependant layer for self-supervised nuclei encoding. CoRR abs/2207.10950 (2022) - [i31]Mario Srouji, Wei Ding, Yao-Hung Hubert Tsai, Ali Farhadi, Jian Zhang:
Safe Real-World Reinforcement Learning for Mobile Agent Obstacle Avoidance. CoRR abs/2209.11789 (2022) - [i30]Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang:
Paraphrasing Is All You Need for Novel Object Captioning. CoRR abs/2209.12343 (2022) - [i29]Yao-Hung Hubert Tsai, Hanlin Goh, Ali Farhadi, Jian Zhang:
Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agents. CoRR abs/2209.13156 (2022) - [i28]Runxiang Cheng, Gargi Balasubramaniam, Yifei He, Yao-Hung Hubert Tsai, Han Zhao:
Greedy Modality Selection via Approximate Submodular Maximization. CoRR abs/2210.12562 (2022) - [i27]So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang:
Object Goal Navigation with End-to-End Self-Supervision. CoRR abs/2212.05923 (2022) - 2021
- [j3]Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed:
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3451-3460 (2021) - [c26]Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed:
Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training? ICASSP 2021: 6533-6537 - [c25]Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency:
Self-supervised Learning from a Multi-view Perspective. ICLR 2021 - [c24]Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov:
Self-supervised Representation Learning with Relative Predictive Coding. ICLR 2021 - [c23]Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang:
LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport. ECML/PKDD (1) 2021: 655-670 - [i26]Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov:
Self-supervised Representation Learning with Relative Predictive Coding. CoRR abs/2103.11275 (2021) - [i25]Yao-Hung Hubert Tsai, Shaojie Bai, Louis-Philippe Morency, Ruslan Salakhutdinov:
A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning. CoRR abs/2104.13712 (2021) - [i24]Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov:
Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR abs/2106.02866 (2021) - [i23]Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency:
Integrating Auxiliary Information in Self-supervised Learning. CoRR abs/2106.02869 (2021) - [i22]Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed:
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. CoRR abs/2106.07447 (2021) - 2020
- [c22]Yao-Hung Hubert Tsai, Martin Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency:
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. EMNLP (1) 2020: 1823-1833 - [c21]Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov:
Complex Transformer: A Framework for Modeling Complex-Valued Sequence. ICASSP 2020: 4232-4236 - [c20]Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov:
Capsules with Inverted Dot-Product Attention Routing. ICLR 2020 - [c19]Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov:
Neural Methods for Point-wise Dependency Estimation. NeurIPS 2020 - [i21]Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov:
Capsules with Inverted Dot-Product Attention Routing. CoRR abs/2002.04764 (2020) - [i20]Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency:
Interpretable Multimodal Routing for Human Multimodal Language. CoRR abs/2004.14198 (2020) - [i19]Mathis Petrovich, Chao Liang, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada:
Feature Robust Optimal Transport for High-dimensional Data. CoRR abs/2005.12123 (2020) - [i18]Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov:
Neural Methods for Point-wise Dependency Estimation. CoRR abs/2006.05553 (2020) - [i17]Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency:
Demystifying Self-Supervised Learning: An Information-Theoretical Framework. CoRR abs/2006.05576 (2020) - [i16]Shangda Li, Devendra Singh Chaplot, Yao-Hung Hubert Tsai, Yue Wu, Louis-Philippe Morency, Ruslan Salakhutdinov:
Unsupervised Domain Adaptation for Visual Navigation. CoRR abs/2010.14543 (2020)
2010 – 2019
- 2019
- [j2]Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Ming-Syan Chen, Yu-Chiang Frank Wang:
Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond. IEEE Trans. Image Process. 28(9): 4620-4633 (2019) - [c18]Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. ACL (1) 2019: 1569-1576 - [c17]Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov:
Multimodal Transformer for Unaligned Multimodal Language Sequences. ACL (1) 2019: 6558-6569 - [c16]Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi:
Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph. CVPR 2019: 10424-10433 - [c15]Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov:
Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel. EMNLP/IJCNLP (1) 2019: 4343-4352 - [c14]Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov:
Learning Factorized Multimodal Representations. ICLR (Poster) 2019 - [c13]Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai, Hirofumi Ohta, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu:
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator. ICLR (Poster) 2019 - [c12]Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency:
Strong and Simple Baselines for Multimodal Utterance Embeddings. NAACL-HLT (1) 2019: 2599-2609 - [c11]Han Zhao, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Geoffrey J. Gordon:
Learning Neural Networks with Adaptive Regularization. NeurIPS 2019: 11389-11400 - [i15]Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi:
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph. CoRR abs/1903.10547 (2019) - [i14]Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov:
Multimodal Transformer for Unaligned Multimodal Language Sequences. CoRR abs/1906.00295 (2019) - [i13]Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency:
Strong and Simple Baselines for Multimodal Utterance Embeddings. CoRR abs/1906.02125 (2019) - [i12]Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency:
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. CoRR abs/1907.01011 (2019) - [i11]Han Zhao, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Geoffrey J. Gordon:
Learning Neural Networks with Adaptive Regularization. CoRR abs/1907.06288 (2019) - [i10]Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov:
Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel. CoRR abs/1908.11775 (2019) - [i9]Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang:
LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport. CoRR abs/1909.02373 (2019) - [i8]Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov:
Complex Transformer: A Framework for Modeling Complex-Valued Sequence. CoRR abs/1910.10202 (2019) - 2018
- [c10]Yao-Hung Hubert Tsai, Denny Wu, Makoto Yamada, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu:
Selecting the Best in GANs Family: a Post Selection Inference Framework. ICLR (Workshop) 2018 - [i7]Denny Wu, Yixiu Zhao, Yao-Hung Hubert Tsai, Makoto Yamada, Ruslan Salakhutdinov:
"Dependency Bottleneck" in Auto-encoding Architectures: an Empirical Study. CoRR abs/1802.05408 (2018) - [i6]Yao-Hung Hubert Tsai, Makoto Yamada, Denny Wu, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu:
Selecting the Best in GANs Family: a Post Selection Inference Framework. CoRR abs/1802.05411 (2018) - [i5]Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov:
Learning Factorized Multimodal Representations. CoRR abs/1806.06176 (2018) - 2017
- [c9]Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov:
Learning Robust Visual-Semantic Embeddings. ICCV 2017: 3591-3600 - [i4]Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov:
Learning Robust Visual-Semantic Embeddings. CoRR abs/1703.05908 (2017) - [i3]Chih-Kuan Yeh, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang:
Generative-Discriminative Variational Model for Visual Recognition. CoRR abs/1706.02295 (2017) - [i2]Yao-Hung Hubert Tsai, Ruslan Salakhutdinov:
Improving One-Shot Learning through Fusing Side Information. CoRR abs/1710.08347 (2017) - [i1]Yao-Hung Hubert Tsai, Han Zhao, Ruslan Salakhutdinov, Nebojsa Jojic:
Discovering Order in Unordered Datasets: Generative Markov Networks. CoRR abs/1711.03167 (2017) - 2016
- [j1]Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang:
Unsupervised Domain Adaptation With Label and Structural Consistency. IEEE Trans. Image Process. 25(12): 5552-5562 (2016) - [c8]Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang:
Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation. AAAI 2016: 3597-3603 - [c7]Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang:
Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation. CVPR 2016: 5081-5090 - [c6]Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang, Ming-Syan Chen:
Transfer Neural Trees for Heterogeneous Domain Adaptation. ECCV (5) 2016: 399-414 - [c5]Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang:
Heterogeneous domain adaptation with label and structure consistency. ICASSP 2016: 2842-2846 - [c4]Yuan-Ting Hsieh, Shi-Yen Tao, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang:
Recognizing heterogeneous cross-domain data via generalized joint distribution adaptation. ICME 2016: 1-6 - 2015
- [c3]Tzu-Ming Harry Hsu, Wei-Yu Chen, Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang:
Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data. ICCV 2015: 4121-4129 - 2014
- [c2]Yao-Hung Tsai, Hung-Ming Hsu, Cheng-An Hou, Yu-Chiang Frank Wang:
Person-specific domain adaptation with applications to heterogeneous face recognition. ICIP 2014: 338-342 - [c1]Po-Chen Wu, Yao-Hung Tsai, Shao-Yi Chien:
Stable pose tracking from a planar target with an analytical motion model in real-time applications. MMSP 2014: 1-6
Coauthor Index
Ruslan Salakhutdinov
aka: Russ Salakhutdinov
aka: Russ Salakhutdinov
[c32] [c31] [c30] [c29] [c28] [i34] [i33] [i30] [i27] [j3] [c26] [c25] [c24] [c23] [i26] [i25] [i24] [i23] [i22] [c22] [c21] [c20] [c19] [i21] [i20] [i19] [i18] [i17] [i16] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [c10] [i7] [i6] [i5] [c9] [i4] [i2] [i1]
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