Publications

2022

Conference Proceedings (peer reviewed)

Lattice-Based Data Augmentation for Code-Switching Speech Recognition
Roland Hartanto, Kuniaki Uto, Koichi Shinoda
Proc. 2022 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Chiang Mai, Thailand November 7-10, 2022, pp. 1667-1672. https://doi.org/10.23919/APSIPAASC55919.2022.9980277

Implicit Neural Representations for Variable Length Human Motion Generation
Pablo Cervantes, Yusuke Sekikawa, Ikuro Sato, Koichi Shinoda
Proc. European Conference on Computer Vision (ECCV) 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XVII Oct 2022, Pages 356–372. https://doi.org/10.1007/978-3-031-19790-1_22

MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search
Kengo Machida, Kuniaki Uto, Koichi Shinoda, Taiji Suzuki
Proc. IJCNN2022, Jul. 2022. https://doi.org/10.1109/IJCNN55064.2022.9892751 

Rotation-invariant detection and classification for wheat head detection
Takeru Ito, Kuniaki Uto, Koichi Shinoda
Proc. IGARSS2022, pp.5750-5753, Jul. 2022. https://doi.org/10.1109/IGARSS46834.2022.9883405 

Transformer-Based Estimation of Spoken Sentences Using Electrocorticography
Shuji Komeiji, Kai Shigemi, Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano, Koichi Shinoda, and Toshihisa Tanaka
Proc. ICASSP2022, May 11, 2022. https://doi.org/10.1109/ICASSP43922.2022.9747443 

Conference Proceedings (non-refereed)

Tokyo Tech at TRECVID 2022: Multi-Stage Framework for Video Action Detection
Ronaldo Prata Amorim, Nakamasa Inoue, Koichi Shinoda
TRECVID Workshop 2022, Dec. 2022.

Domestic Conference Proceedings

Implicit Neural Representation Learning for Human Motion Generation
Pablo Cervantes, Yusuke Sekikawa, Ikuro Sato, Koichi Shinoda
MIRU2022, Jul. 2022

Incorporating Acoustic and Textual Information for Language Modeling in Code-switching Speech Recognition
Roland Hartanto, Kuniaki Uto, Koichi Shinoda
Technical Report of IEICE SP, vol. 121, no. 385, pp. 56-63, Mar. 1 2022}

Invited Talks & Tutorials

Deep Learning and High-Performance Computing
Koichi Shinoda
International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET 2022), December 26~27, 2022.