PEOPLE

小塚 和紀 小塚 和紀

小塚 和紀

情報工学専攻
テクノロジー本部

画像認識・コンピュータビジョンの基礎・応用研究に従事。
人工知能分野で世界最高峰の研究所である米国スタンフォード大学AI研究所(SAIL)に客員研究員として在籍(2016.4-2019.3)。 様々な国や会社から集まった人工知能のトップ研究者の中で切磋琢磨した経験から、直近ではECCV2020併催 CAMP workshopを主導するなど、帰任後も組織の枠を越えた新たな事業創出への挑戦を続けている。
CAMP workshop: https://camp-workshop.stanford.edu/

※所属についてはインタビュー当時の所属部署となります

学会発表・論文

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021

    Home Action Genome: Cooperative Compositional Action Understanding

    Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles
    Link: https://arxiv.org/abs/2105.05226

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021

    AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation

    Denis Gudovskiy,Luca Rigazio, Shun Ishizaka,Kazuki Kozuka, Sotaro Tsukizawa
    Link: https://arxiv.org/abs/2103.05863

  • International Conference on Computer Vision Theory and Applications (VISAPP) 2020

    Simultaneous Visual Context-aware Path Prediction

    Haruka Iesaki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Yasunori Ishii, Kazuki Kozuka, Ryota Fujimura
    Link: https://www.scitepress.org/Link.aspx?doi=10.5220/0008921307410748

  • ICCV 2017 Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving

    Risky Region Localization With Point Supervision

    Kazuki Kozuka, Juan Carlos Niebles
    Link: http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w3/Kozuka_Risky_Region_Localization_ICCV_2017_paper.pdf

  • International Journal of Machine Learning and Computing, Vol. 6, No. 1

    Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset

    Yoshihide Sawada, Kazuki Kozuka
    Link: http://www.ijmlc.org/vol6/566-L0077.pdf

  • 第35回医療情報学連合大会(第16回日本医療情報学会学術大会)

    医学文献画像検索を目的とした低情報量画像の検索性能評価

    小塚 和紀, 若杉 健介, 高田 和豊, 近藤 堅司, 清野 正樹, 田中 雅人, 坂井 豊彦, 木村 浩彦

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

    Development of Automatic Database Registration and Similar-Case Retrieval for Diffuse Lung Diseases by Texture Analysis of Whole-Lung CT Volume

    Kazuki Kozuka, Takata, Kazutoyo, Kondo, Kenji, Kyohei Karasawa, Yasushi Hirano, Shoji Kido

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

    Estimation of Knee Extensor Strength Using Wearable Sensors

    Yoshikuni Sato, Toru Nakada, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

    Prediction of PeakVO2 from Walking Energy Cost Index for the Elderly

    Toru Nakada, Yoshikuni Sato, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura

  • 29th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2015

    Development of lung CT image retrieval technology using distance metric learning by image findings

    Kazuki Kozuka, Kazutoyo Takata, Kenji Kondo, Masaki Kiyono, Masato Tanaka, Toyohiko Sakai, Hirohiko Kimura

  • IAPR Machine Vision And Application Organization (MVA) 2015

    Transfer Learning Method using Multi-Prediction Deep Boltzmann Machines for a small scale dataset

    Yoshihide Sawada, Kazuki Kozuka
    Link: http://www.mva-org.jp/Proceedings/2015USB/papers/05-21.pdf