Shunya Nagashima

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Decomposition-based State Space Model for Multivariate Time-Series Forecasting.
CoRR
Shunya Nagashima, Shuntaro Suzuki, Shuitsu Koyama, Shinnosuke Hirano
2026 J jnl
PENGUIN: General Vital Sign Reconstruction from PPG with Flow Matching State Space Model.
CoRR
Shuntaro Suzuki, Shuitsu Koyama, Shinnosuke Hirano, Shunya Nagashima
2025 J jnl
Cortical-SSM: A Deep State Space Model for EEG and ECoG Motor Imagery Decoding.
CoRR
Shuntaro Suzuki, Shunya Nagashima, Masayuki Hirata, Komei Sugiura
2025 J jnl
DM
Adv. Robotics
Ryosuke Korekata, Kanta Kaneda, Shunya Nagashima, Yuto Imai, Komei Sugiura
2025 J jnl
Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images.
CoRR
Shunya Nagashima, Komei Sugiura
2025 J jnl
ECoG Dual Context Network for Brain Machine Interfaces.
IEEE Access
Shunya Nagashima, Kanta Kaneda, Yuiga Wada, Tsumugi Iida, Misa Taguchi, Masayuki Hirata, Komei Sugiura
2025 J jnl
FLARE-SSM: Deep State Space Models with Influence-Balanced Loss for 72-Hour Solar Flare Prediction.
CoRR
Yusuke Takagi, Shunya Nagashima, Komei Sugiura
2024 J jnl
DM2RM: Dual-Mode Multimodal Ranking for Target Objects and Receptacles Based on Open-Vocabulary Instructions.
CoRR
Ryosuke Korekata, Kanta Kaneda, Shunya Nagashima, Yuto Imai, Komei Sugiura
2024 J jnl
Learning-To-Rank Approach for Identifying Everyday Objects Using a Physical-World Search Engine.
IEEE Robotics Autom. Lett.
Kanta Kaneda, Shunya Nagashima, Ryosuke Korekata, Motonari Kambara, Komei Sugiura
2023 J jnl
DialMAT: Dialogue-Enabled Transformer with Moment-Based Adversarial Training.
CoRR
Kanta Kaneda, Ryosuke Korekata, Yuiga Wada, Shunya Nagashima, Motonari Kambara, Yui Iioka, Haruka Matsuo, Yuto Imai, Takayuki Nishimura, Komei Sugiura
2023 J jnl
Learning-To-Rank Approach for Identifying Everyday Objects Using a Physical-World Search Engine.
CoRR
Kanta Kaneda, Shunya Nagashima, Ryosuke Korekata, Motonari Kambara, Komei Sugiura