Developing a Design Methodology of Deep Neural Networks to Accelerate Paradigm Shit Brought by Deep Learning

开发深度神经网络的设计方法来加速深度学习带来的范式垃圾

• 批准号: 19H01110
• 负责人: Okatani Takayuki
• 金额: $ 27.29万
• 依托单位: Tohoku University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (A)
• 财政年份: 2019
• 资助国家: 日本
• 起止时间: 2019-04-01 至 2023-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-19H01110/
• 关键词: 深層学習; コンピュータビジョン; 人工知能; ニューラルネットワーク; cv; 画像認識; 画像処理; ディープラーニング; 構造自動設計

项目成果

Toward Explainable Fashion Recommendation

• DOI: 10.1109/wacv45572.2020.9093367
• 发表时间: 2019-01
• 期刊: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)
• 作者: Pongsate Tangseng;Takayuki Okatani

A Generative Model of Underwater Images for Active Landmark Detection and Docking

• DOI: 10.1109/iros40897.2019.8968146
• 发表时间: 2019-11
• 期刊: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
• 作者: Shuang Liu;M. Ozay;Hongli Xu;Yang Lin;Takayuki Okatani

Removal of Image Obstacles for Vehicle-mounted Surrounding Monitoring Cameras by Real-time Video Inpainting

• DOI: 10.1109/cvprw50498.2020.00115
• 发表时间: 2020-06
• 期刊: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
• 作者: Yoshihiro Hirohashi;Kenichi Narioka;M. Suganuma;Xing Liu;Y. Tamatsu;Takayuki Okatani

Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self- supervised Learning

弥合非对比自监督学习中从不对称技巧到去相关原理的差距

• 发表时间: 2022
• 期刊: Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
• 作者: Kang-Jun Liu;Masanori Suganuma;Takayuki Okatani
• 通讯作者: Takayuki Okatani

Real-time vehicle identification using two-step LSTM method for acceleration-based bridge weigh-in-motion system

• DOI: 10.1007/s13349-022-00576-2
• 发表时间: 2022-05
• 期刊: Journal of Civil Structural Health Monitoring
• 影响因子: 4.4
• 作者: Yanjie Zhu;Hidehiko Sekiya;Takayuki Okatani;I. Yoshida;Shuichi Hirano