Yao-Hung Hubert Tsai
23 papers · 2015–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Dynamic Duo
(17)
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Deep Specialist
(10)
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Renaissance Researcher
(5)
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(20)
Core Methods
(16)
Learning Types · Machine Learning
(10)
Deep Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Optimization & Theory · Machine Learning
(7)
Computer Vision
(5)
Architectures
(5)
Learning Types · Deep Learning
(5)
Natural Language Processing
(3)
Analysis
(3)
Application Areas
(3)
Applications
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Optimization & Theory · Deep Learning
(3)
Keywords
representation learning
(6)
multimodal learning
(5)
contrastive learning
(3)
attention mechanism
(3)
weakly supervised learning
(2)
mutual information
(2)
sentiment analysis
(2)
kernel methods
(2)
self-supervised learning
(2)
modality selection
(2)
submodular maximization
(2)
cross-domain classification
(2)
shapley value
(2)
image captioning
(1)
variational inference
(1)
neural machine translation
(1)
semi-supervised learning
(1)
video understanding
(1)
semantic segmentation
(1)
3d vision
(1)
Papers
When LRP Diverges from Leave-One-Out in Transformers
EMNLP 2025
Efficient Modality Selection in Multimodal Learning
JMLR 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
CVPR 2024
Conditional Contrastive Learning with Kernel
ICLR 2022
Greedy modality selection via approximate submodular maximization
UAI 2022
Learning Weakly-supervised Contrastive Representations
ICLR 2022
Paraphrasing Is All You Need for Novel Object Captioning
NeurIPS 2022
Self-supervised Learning from a Multi-view Perspective
ICLR 2021
Self-supervised Representation Learning with Relative Predictive Coding
ICLR 2021
Capsules with Inverted Dot-Product Attention Routing
ICLR 2020
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis
EMNLP 2020
Neural Methods for Point-wise Dependency Estimation
NeurIPS 2020
Learning Factorized Multimodal Representations
ICLR 2019
Learning Neural Networks with Adaptive Regularization
NeurIPS 2019
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization
ACL 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences
ACL 2019
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator
ICLR 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings
NAACL 2019
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel
EMNLP 2019
Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph
CVPR 2019
Learning Robust Visual-Semantic Embeddings
ICCV 2017
Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation
CVPR 2016
Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data
ICCV 2015