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International Publication
A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction
Proc. ACL SRW 2026 (
Acceptance rate = 32.41%
)
Michito Takeshita
,
Takuro Kawada
,
Takumi Ohashi
,
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
Project
Poster
Preprint
EnsemHalDet: Robust VLM Hallucination Detection via Ensemble of Internal State Detectors
Proc. ACL SRW 2026 (
Acceptance rate = 32.41%
; non-archival publication)
Ryuhei Miyazato
,
Shunsuke Kitada, Ph.D.
,
Kei Harada
Poster
Preprint
TAUE: Training-free Noise Transplant and Cultivation Diffusion Model
Findings of CVPR2026 (
Acceptance rate = 36.09%
)
Daichi Nagai
,
Ryugo Morita
,
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
Project
Poster
Preprint
CVF
VASCAR: Content-Aware Layout Generation via Visual-Aware Self-Correction
Large language models (LLMs) have proven effective for layout generation due to their ability to produce structure-description …
Jiahao Zhang
,
Ryota Yoshihashi
,
Shunsuke Kitada, Ph.D.
,
Atsuki Osanai
,
Yuta Nakashima
Preprint
Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model
Proc. of ECCV2024 (
Acceptance rate = 27.9%
)
Shoma Iwai
,
Atsuki Osanai
,
Shunsuke Kitada, Ph.D.
,
Shinichiro Omachi
Code
Project
Poster
Video
DOI
Preprint
ECCV2024
ECVA
DM$^2$S$^2$: Deep Multi-Modal Sequence Sets with Hierarchical Modality Attention
IEEE Access (
Impact Factor: 3.476
in 2021;
1st place in Engineering & Computer Science (general) at Google Scholar Metrics
)
Shunsuke Kitada, Ph.D.
,
Yuki Iwazaki
,
Riku Togashi
,
Hitoshi Iyatomi
PDF
Dataset
DOI
Preprint
Making Attention Mechanisms More Robust and Interpretable with Virtual Adversarial Training
Springer Applied Intelligence (
Impact Factor: 5.019
in 2021)
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
PDF
DOI
Preprint
Feedback is Needed for Retakes: An Explainable Poor Image Notification Framework for the Visually Impaired
Proc. of HONET2022
Kazuya Ohata
,
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
DOI
Preprint
Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents
Proc. CIKM2022 (
Acceptance rate = 29.04%
)
Tsubasa Nakagawa
,
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
PDF
Poster
Preprint
Lightning talk
Ad Creative Discontinuation Prediction with Multi-Modal Multi-Task Neural Survival Networks
MDPI Appl. Sci. (
Impact Factor: 2.838
in 2021;
Top 10 ranking in Engineering & Computer Science (general) at Google Scholar Metrics
)
Shunsuke Kitada, Ph.D.
,
Hitoshi Iyatomi
,
Yoshifumi Seki
PDF
DOI
Preprint
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