Publications

Yosuke Shinya, Kenichi Yoneji, Akihiro Tsukada, Tatsuya Harada. 3D Lighter: Learning to Generate Emissive Textures. SIGGRAPH Asia Posters, 2023.

Yuki Kondo, Norimichi Ukita, Takayuki Yamaguchi, Hao-Yu Hou, Mu-Yi Shen, Chia-Chi Hsu, En-Ming Huang, Yu-Chen Huang, Yu-Cheng Xia, Chien-Yao Wang, Chun-Yi Lee, Da Huo, Marc A. Kastner, Tingwei Liu, Yasutomo Kawanishi, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide, Yosuke Shinya, Xinyao Liu, Guang Liang, Syusuke Yasui. MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results. International Conference on Machine Vision and Applications (MVA), 2023.

Yosuke Shinya. BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation. International Conference on Machine Vision and Applications (MVA), 2023. Oral presentation, Honorable Mention Solution Award in Small Object Detection Challenge for Spotting Birds.

Yosuke Shinya. USB: Universal-Scale Object Detection Benchmark. British Machine Vision Conference (BMVC), 2022.

Laurent Dillard, Yosuke Shinya, Taiji Suzuki. Domain Adaptation Regularization for Spectral Pruning. British Machine Vision Conference (BMVC), 2020. Acceptance rate: 29.1%.

Yosuke Shinya, Edgar Simo-Serra, Taiji Suzuki. Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum. International Conference on Computer Vision Workshops (ICCVW), 2019. Oral presentation, Acceptance rate: 9%, Best Paper Award Nominee.

Hideomi Tsunakawa, Yoshitaka Kameya, Hanju Lee, Yosuke Shinya, Naoki Mitsumoto. Contrastive Relevance Propagation for Interpreting Predictions by a Single-Shot Object Detector. International Joint Conference on Neural Networks (IJCNN), 2019. Oral presentation, Acceptance rate: 36.4%.

Yoshihiro Sato, Yosuke Shinya, Bo Zheng, Takeshi Oishi, Katsushi Ikeuchi. Modeling the Stone Floor Based on Excavation Information Using Implicit Polynomial. International Conference on Machine Vision Applications (MVA), 2015.