Shumpei Takezaki

According to our database, Shumpei Takezaki authored at least 13 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Cell Instance Segmentation via Multi-Task Image-to-Image Schrödinger Bridge.

Hayato Inoue, Shota Harada, Shumpei Takezaki, Ryoma Bise

CoRR, April, 2026

SCoRe: Clean Image Generation from Diffusion Models Trained on Noisy Images.

Yuta Matsuzaki, Seiichi Uchida, Shumpei Takezaki

CoRR, April, 2026

Bridging the Density GAP: Diffusion Model for Stepwise Generation of Dense Cell Images from Sparse Data.

Masashi Tahara, Kazuya Nishimura, Shumpei Takezaki, Ryoma Bise

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Vesselfusion: Diffusion Models for Vessel Centerline Extraction From 3D Ct Images.

Soichi Mita, Shumpei Takezaki, Ryoma Bise

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models.

Shumpei Takezaki, Ryoma Bise, Shinnosuke Matsuo

CoRR, September, 2025

Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels.

Shumpei Takezaki, Kiyohito Tanaka, Seiichi Uchida

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Inverse Scene Text Removal.

Takumi Yoshimatsu, Shumpei Takezaki, Seiichi Uchida

Proceedings of the Document Analysis and Recognition - ICDAR 2025, 2025

Few-Part-Shot Font Generation.

Masaki Akiba, Shumpei Takezaki, Daichi Haraguchi, Seiichi Uchida

Proceedings of the Document Analysis and Recognition - ICDAR 2025 Workshops, 2025

2024

An Ordinal Diffusion Model for Generating Medical Images with Different Severity Levels.

Shumpei Takezaki, Seiichi Uchida

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Cross-Domain Image Conversion by CycleDM.

Sho Shimotsumagari, Shumpei Takezaki, Daichi Haraguchi, Seiichi Uchida

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Font Style Interpolation with Diffusion Models.

Tetta Kondo, Shumpei Takezaki, Daichi Haraguchi, Seiichi Uchida

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Guidance-base Diffusion Models for Improving Photoacoustic Image Quality.

Tatsuhiro Eguchi, Shumpei Takezaki, Mihoko Shimano, Takayuki Yagi, Ryoma Bise

Proceedings of the 35th British Machine Vision Conference, 2024

2023

Disease Severity Regression with Continuous Data Augmentation.

Shumpei Takezaki, Kiyohito Tanaka, Seiichi Uchida, Takeaki Kadota

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023