Shunsuke Kitada

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Supervised Learning

Emotion Recognition

Social Networking

Text Classification

Top Venues

AACL/IJCNLP (Student Research Workshop)

Publications

Sota Nemoto, Shunsuke Kitada, Hitoshi Iyatomi
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition. CoRR (2024)
Shunsuke Kitada
Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives. CoRR (2023)
Shunsuke Kitada, Hitoshi Iyatomi
Making attention mechanisms more robust and interpretable with virtual adversarial training. Appl. Intell. 53 (12) (2023)
Shunsuke Kitada, Yuki Iwazaki, Riku Togashi, Hitoshi Iyatomi
: Deep Multimodal Sequence Sets With Hierarchical Modality Attention. IEEE Access 10 (2022)
Shunsuke Kitada, Yuki Iwazaki, Riku Togashi, Hitoshi Iyatomi
: Deep Multi-Modal Sequence Sets with Hierarchical Modality Attention. CoRR (2022)
Tsubasa Nakagawa, Shunsuke Kitada, Hitoshi Iyatomi
Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents. CoRR (2022)
Kazuya Ohata, Shunsuke Kitada, Hitoshi Iyatomi
Feedback is Needed for Retakes: An Explainable Poor Image Notification Framework for the Visually Impaired. CoRR (2022)
Shunsuke Kitada, Hitoshi Iyatomi, Yoshifumi Seki
Ad Creative Discontinuation Prediction with Multi-Modal Multi-Task Neural Survival Networks. CoRR (2022)
Tsubasa Nakagawa, Shunsuke Kitada, Hitoshi Iyatomi
Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents. CIKM (2022)
Shunsuke Kitada, Hitoshi Iyatomi
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training for Semi-Supervised Text Classification. CoRR (2021)
Shunsuke Kitada, Hitoshi Iyatomi
Attention Meets Perturbations: Robust and Interpretable Attention With Adversarial Training. IEEE Access 9 (2021)
Mahmoud Daif, Shunsuke Kitada, Hitoshi Iyatomi
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss. CoRR (2020)
Shunsuke Kitada, Hitoshi Iyatomi
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training. CoRR (2020)
Takumi Aoki, Shunsuke Kitada, Hitoshi Iyatomi
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation. AACL/IJCNLP (Student Research Workshop) (2020)
Mahmoud Daif, Shunsuke Kitada, Hitoshi Iyatomi
AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss. ACL (student) (2020)
Takumi Aoki, Shunsuke Kitada, Hitoshi Iyatomi
Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation. CoRR (2020)
Shunsuke Kitada, Hitoshi Iyatomi, Yoshifumi Seki
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives. KDD (2019)
Shunsuke Kitada, Hitoshi Iyatomi, Yoshifumi Seki
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative. CoRR (2019)
Shunsuke Kitada, Ryunosuke Kotani, Hitoshi Iyatomi
End-to-End Text Classification via Image-based Embedding using Character-level Networks. CoRR (2018)
Shunsuke Kitada, Ryunosuke Kotani, Hitoshi Iyatomi
End-to-End Text Classification via Image-based Embedding using Character-level Networks. AIPR (2018)
Shunsuke Kitada, Hitoshi Iyatomi
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning. CoRR (2018)