Masakazu Yoshimura

According to our database, Masakazu Yoshimura authored at least 17 papers between 2019 and 2026.

Collaborative distances:

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

2026

Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search.

Yuiko Sakuma, Masakazu Yoshimura, Marcel Gröpl, Zitang Sun, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

CoRR, May, 2026

LLM as a Tool, Not an Agent: Code-Mined Tree Transformations for Neural Architecture Search.

Masakazu Yoshimura, Zitang Sun, Yuiko Sakuma, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

CoRR, April, 2026

SF-Mamba: Rethinking State Space Model for Vision.

Masakazu Yoshimura, Teruaki Hayashi, Yuki Hoshino, Wei-Yao Wang, Takeshi Ohashi

CoRR, March, 2026

2025

Online Data Curation for Object Detection via Marginal Contributions to Dataset-level Average Precision.

Zitang Sun, Masakazu Yoshimura, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

CoRR, November, 2025

SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW.

Masakazu Yoshimura, Junji Otsuka, Radu Berdan, Takeshi Ohashi

CoRR, April, 2025

MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba.

Masakazu Yoshimura, Teruaki Hayashi, Yota Maeda

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Beyond RGB: Adaptive Parallel Processing for RAW Object Detection.

Shani Gamrian, Hila Barel, Feiran Li, Masakazu Yoshimura, Daisuke Iso

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

2024

Mixed-precision Supernet Training from Vision Foundation Models using Low Rank Adapter.

Yuiko Sakuma, Masakazu Yoshimura, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

CoRR, 2024

PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality.

Masakazu Yoshimura, Junji Otsuka, Takeshi Ohashi

CoRR, 2024

2023

Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection.

Junji Otsuka, Masakazu Yoshimura, Takeshi Ohashi

CoRR, 2023

DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition.

Masakazu Yoshimura, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments.

Masakazu Yoshimura, Junji Otsuka, Atsushi Irie, Takeshi Ohashi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Efficient Joint Detection and Multiple Object Tracking with Spatially Aware Transformer.

Siddharth Sagar Nijhawan, Leo Hoshikawa, Atsushi Irie, Masakazu Yoshimura, Junji Otsuka, Takeshi Ohashi

CoRR, 2022

2021

MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization.

Masakazu Yoshimura, Murilo M. Marinho, Kanako Harada, Mamoru Mitsuishi

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

FOSS: Multi-Person Age Estimation with Focusing on Objects and Still Seeing Surroundings.

Masakazu Yoshimura, Satoshi Ogata

CoRR, 2020

Single-Shot Pose Estimation of Surgical Robot Instruments' Shafts from Monocular Endoscopic Images.

Masakazu Yoshimura, Murilo M. Marinho, Kanako Harada, Mamoru Mitsuishi

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

Towards Overhead Semantic Part Segmentation of Workers in Factory Environments from Depth Images using a FCN.

Masakazu Yoshimura, Murilo M. Marinho, Atsushi Nakazawa, Kanako Harada, Mamoru Mitsuishi, Takuya Maekawa, Yasuo Namioka

Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019