Yao-Hung Hubert Tsai

79 papers A* 14A 3Misc 3Journal 47Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Efficient Model Editing with Task Vector Bases: A Theoretical Framework and Scalable Approach. CoRR Siqi Zeng, Yifei He, Weiqiu You, Yifan Hao, Yao-Hung Hubert Tsai, Makoto Yamada, Han Zhao
2025	J	`jnl`	PhiNet v2: A Mask-Free Brain-Inspired Vision Foundation Model from Video. CoRR Makoto Yamada, Kian Ming A. Chai, Ayoub Rhim, Satoki Ishikawa, Mohammad Sabokrou, Yao-Hung Hubert Tsai
2025	J	`jnl`	When LRP Diverges from Leave-One-Out in Transformers. CoRR Weiqiu You, Siqi Zeng, Yao-Hung Hubert Tsai, Makoto Yamada, Han Zhao
2024	J	`jnl`	Efficient Modality Selection in Multimodal Learning. J. Mach. Learn. Res. Yifei He, Runxiang Cheng, Gargi Balasubramaniam, Yao-Hung Hubert Tsai, Han Zhao
2024	J	`jnl`	Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning. CoRR Yao-Hung Hubert Tsai, Walter Talbott, Jian Zhang
2024	A*	`conf`	KPConvX: Modernizing Kernel Point Convolution with Kernel Attention. CVPR Hugues Thomas, Yao-Hung Hubert Tsai, Timothy D. Barfoot, Jian Zhang
2024	J	`jnl`	KPConvX: Modernizing Kernel Point Convolution with Kernel Attention. CoRR Hugues Thomas, Yao-Hung Hubert Tsai, Timothy D. Barfoot, Jian Zhang
2024	J	`jnl`	On Verbalized Confidence Scores for LLMs. CoRR Daniel Yang, Yao-Hung Hubert Tsai, Makoto Yamada
2023	J	`jnl`	An Empirical Study of Simplicial Representation Learning with Wasserstein Distance. CoRR Makoto Yamada, Yuki Takezawa, Guillaume Houry, Kira Michaela Dusterwald, Déborah Sulem, Han Zhao, Yao-Hung Hubert Tsai
2023	J	`jnl`	Human Following in Mobile Platforms with Person Re-Identification. CoRR Mario Srouji, Yao-Hung Hubert Tsai, Hugues Thomas, Jian Zhang
2023	J	`jnl`	Multimodal Large Language Model for Visual Navigation. CoRR Yao-Hung Hubert Tsai, Vansh Dhar, Jialu Li, Bowen Zhang, Jian Zhang
2023	—	`conf`	SAFER: Safe Collision Avoidance Using Focused and Efficient Trajectory Search with Reinforcement Learning. CASE Mario Srouji, Hugues Thomas, Yao-Hung Hubert Tsai, Ali Farhadi, Jian Zhang
2023	A	`conf`	Self-Supervised Object Goal Navigation with In-Situ Finetuning. IROS So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang
2022	A*	`conf`	Conditional Contrastive Learning with Kernel. ICLR Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	J	`jnl`	Conditional Contrastive Learning with Kernel. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	—	`conf`	Feature-Robust Optimal Transport for High-Dimensional Data. ECML/PKDD (5) Mathis Petrovich, Chao Liang, Ryoma Sato, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada
2022	J	`jnl`	Greedy Modality Selection via Approximate Submodular Maximization. CoRR Runxiang Cheng, Gargi Balasubramaniam, Yifei He, Yao-Hung Hubert Tsai, Han Zhao
2022	A	`conf`	Greedy modality selection via approximate submodular maximization. UAI Runxiang Cheng, Gargi Balasubramaniam, Yifei He, Yao-Hung Hubert Tsai, Han Zhao
2022	J	`jnl`	Learning Weakly-Supervised Contrastive Representations. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	A*	`conf`	Learning Weakly-supervised Contrastive Representations. ICLR Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2022	J	`jnl`	Object Goal Navigation with End-to-End Self-Supervision. CoRR So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang
2022	A*	`conf`	Paraphrasing Is All You Need for Novel Object Captioning. NeurIPS Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ Salakhutdinov, Louis-Philippe Morency, Frank Wang
2022	J	`jnl`	Paraphrasing Is All You Need for Novel Object Captioning. CoRR Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang
2022	J	`jnl`	Safe Real-World Reinforcement Learning for Mobile Agent Obstacle Avoidance. CoRR Mario Srouji, Wei Ding, Yao-Hung Hubert Tsai, Ali Farhadi, Jian Zhang
2022	J	`jnl`	Scale dependant layer for self-supervised nuclei encoding. CoRR Peter Naylor, Yao-Hung Hubert Tsai, Marick Laé, Makoto Yamada
2022	J	`jnl`	Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agents. CoRR Yao-Hung Hubert Tsai, Hanlin Goh, Ali Farhadi, Jian Zhang
2021	J	`jnl`	A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning. CoRR Yao-Hung Hubert Tsai, Shaojie Bai, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. CoRR Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed
2021	J	`jnl`	HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. IEEE ACM Trans. Audio Speech Lang. Process. Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed
2021	Misc	`conf`	Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training? ICASSP Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed
2021	J	`jnl`	Integrating Auxiliary Information in Self-supervised Learning. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	—	`conf`	LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport. ECML/PKDD (1) Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang
2021	A*	`conf`	Self-supervised Learning from a Multi-view Perspective. ICLR Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency
2021	A*	`conf`	Self-supervised Representation Learning with Relative Predictive Coding. ICLR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	Self-supervised Representation Learning with Relative Predictive Coding. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	A*	`conf`	Capsules with Inverted Dot-Product Attention Routing. ICLR Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov
2020	J	`jnl`	Capsules with Inverted Dot-Product Attention Routing. CoRR Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, Ruslan Salakhutdinov
2020	Misc	`conf`	Complex Transformer: A Framework for Modeling Complex-Valued Sequence. ICASSP Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
2020	J	`jnl`	Demystifying Self-Supervised Learning: An Information-Theoretical Framework. CoRR Yao-Hung Hubert Tsai, Yue Wu, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	J	`jnl`	Feature Robust Optimal Transport for High-dimensional Data. CoRR Mathis Petrovich, Chao Liang, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada
2020	J	`jnl`	Interpretable Multimodal Routing for Human Multimodal Language. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	—	`conf`	Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. EMNLP (1) Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	A*	`conf`	Neural Methods for Point-wise Dependency Estimation. NeurIPS Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	J	`jnl`	Neural Methods for Point-wise Dependency Estimation. CoRR Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	J	`jnl`	Unsupervised Domain Adaptation for Visual Navigation. CoRR Shangda Li, Devendra Singh Chaplot, Yao-Hung Hubert Tsai, Yue Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	Complex Transformer: A Framework for Modeling Complex-Valued Sequence. CoRR Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
2019	J	`jnl`	LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport. CoRR Yanbin Liu, Makoto Yamada, Yao-Hung Hubert Tsai, Tam Le, Ruslan Salakhutdinov, Yi Yang
2019	—	`conf`	Learning Factorized Multimodal Representations. ICLR (Poster) Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	A*	`conf`	Learning Neural Networks with Adaptive Regularization. NeurIPS Han Zhao, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Geoffrey J. Gordon
2019	J	`jnl`	Learning Neural Networks with Adaptive Regularization. CoRR Han Zhao, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Geoffrey J. Gordon
2019	—	`conf`	Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. ACL (1) Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. CoRR Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	—	`conf`	Multimodal Transformer for Unaligned Multimodal Language Sequences. ACL (1) Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	Multimodal Transformer for Unaligned Multimodal Language Sequences. CoRR Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, J. Zico Kolter, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	—	`conf`	Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator. ICLR (Poster) Makoto Yamada, Denny Wu, Yao-Hung Hubert Tsai, Hirofumi Ohta, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
2019	—	`conf`	Strong and Simple Baselines for Multimodal Utterance Embeddings. NAACL-HLT (1) Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	Strong and Simple Baselines for Multimodal Utterance Embeddings. CoRR Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond. IEEE Trans. Image Process. Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Ming-Syan Chen, Yu-Chiang Frank Wang
2019	—	`conf`	Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel. EMNLP/IJCNLP (1) Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	Transformer Dissection: An Unified Understanding for Transformer's Attention via the Lens of Kernel. CoRR Yao-Hung Hubert Tsai, Shaojie Bai, Makoto Yamada, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	A*	`conf`	Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph. CVPR Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
2019	J	`jnl`	Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph. CoRR Yao-Hung Hubert Tsai, Santosh Kumar Divvala, Louis-Philippe Morency, Ruslan Salakhutdinov, Ali Farhadi
2018	J	`jnl`	"Dependency Bottleneck" in Auto-encoding Architectures: an Empirical Study. CoRR Denny Wu, Yixiu Zhao, Yao-Hung Hubert Tsai, Makoto Yamada, Ruslan Salakhutdinov
2018	J	`jnl`	Learning Factorized Multimodal Representations. CoRR Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2018	—	`conf`	Selecting the Best in GANs Family: a Post Selection Inference Framework. ICLR (Workshop) Yao-Hung Hubert Tsai, Denny Wu, Makoto Yamada, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
2018	J	`jnl`	Selecting the Best in GANs Family: a Post Selection Inference Framework. CoRR Yao-Hung Hubert Tsai, Makoto Yamada, Denny Wu, Ruslan Salakhutdinov, Ichiro Takeuchi, Kenji Fukumizu
2017	J	`jnl`	Discovering Order in Unordered Datasets: Generative Markov Networks. CoRR Yao-Hung Hubert Tsai, Han Zhao, Ruslan Salakhutdinov, Nebojsa Jojic
2017	J	`jnl`	Generative-Discriminative Variational Model for Visual Recognition. CoRR Chih-Kuan Yeh, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang
2017	J	`jnl`	Improving One-Shot Learning through Fusing Side Information. CoRR Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
2017	A*	`conf`	Learning Robust Visual-Semantic Embeddings. ICCV Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov
2017	J	`jnl`	Learning Robust Visual-Semantic Embeddings. CoRR Yao-Hung Hubert Tsai, Liang-Kang Huang, Ruslan Salakhutdinov
2016	A*	`conf`	Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation. AAAI Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang
2016	Misc	`conf`	Heterogeneous domain adaptation with label and structure consistency. ICASSP Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang
2016	A*	`conf`	Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation. CVPR Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang
2016	A	`conf`	Recognizing heterogeneous cross-domain data via generalized joint distribution adaptation. ICME Yuan-Ting Hsieh, Shi-Yen Tao, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang
2016	—	`conf`	Transfer Neural Trees for Heterogeneous Domain Adaptation. ECCV (5) Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang, Ming-Syan Chen
2016	J	`jnl`	Unsupervised Domain Adaptation With Label and Structural Consistency. IEEE Trans. Image Process. Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang
2015	A*	`conf`	Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data. ICCV Tzu-Ming Harry Hsu, Wei-Yu Chen, Cheng-An Hou, Yao-Hung Hubert Tsai, Yi-Ren Yeh, Yu-Chiang Frank Wang