← Authors

Yao-Hung Hubert Tsai

24 papers · 2015–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (49) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (10) 🀝 Dynamic Duo (18) πŸ’Ž Century Club (24) πŸ“ˆ Trend Setter ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (92)

Conferences

ICLR (7) CVPR (3) EMNLP (3) NIPS (3) ACL (2) ICCV (2) IJCNLP (1) JMLR (1) NAACL (1) UAI (1)

Top co-authors

Ruslan Salakhutdinov (18) Louis-Philippe Morency (14) Han Zhao (7) Makoto Yamada (5) Paul Pu Liang (4) Shaojie Bai (3) Runxiang Cheng (2) Muqiao Yang (2) Yi-Ren Yeh (2) Yifei He (2)

Keywords

multimodal learning (5) attention mechanism (4) representation learning (2) cross-domain classification (2) sentiment analysis (2) neural machine translation (2) shapley value (2) sequence prediction (2) positional embedding (2) kernel methods (2) modality selection (2) submodular maximization (2) video understanding (1) 3d vision (1) cross-modal learning (1) point cloud (1) semantic segmentation (1) emotion recognition (1) mutual information (1) image captioning (1)

Papers

When LRP Diverges from Leave-One-Out in Transformers EMNLP 2025
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention CVPR 2024
Efficient Modality Selection in Multimodal Learning JMLR 2024
Learning Weakly-supervised Contrastive Representations ICLR 2022
Greedy modality selection via approximate submodular maximization UAI 2022
Conditional Contrastive Learning with Kernel ICLR 2022
Paraphrasing Is All You Need for Novel Object Captioning NIPS 2022
Self-supervised Learning from a Multi-view Perspective ICLR 2021
Self-supervised Representation Learning with Relative Predictive Coding ICLR 2021
Neural Methods for Point-wise Dependency Estimation NIPS 2020
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis EMNLP 2020
Capsules with Inverted Dot-Product Attention Routing ICLR 2020
Learning Neural Networks with Adaptive Regularization NIPS 2019
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization ACL 2019
Multimodal Transformer for Unaligned Multimodal Language Sequences ACL 2019
Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph CVPR 2019
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP 2019
Learning Factorized Multimodal Representations ICLR 2019
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator ICLR 2019
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel IJCNLP 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings NAACL 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