Ukyo Honda
CyberAgent (Japan)(JP)
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Characterization of Pulmonary Nodules in Computed Tomography Images Based on Pseudo-Labeling Using Radiology Reports(2021)20 cited
- → Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning(2021)16 cited
- → Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning(2023)12 cited
- → Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding(2024)2 cited
- → Exploring Explanations Improves the Robustness of In-Context Learning(2025)2 cited
- → FaithCAMERA: Construction of a Faithful Dataset for Ad Text Generation(2024)1 cited
- → Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding(2024)1 cited
- → A Single Linear Layer Yields Task-Adapted Low-Rank Matrices(2024)1 cited