Publications

International Conference Workshop (refereed)

Masanari Kimura and Masayuki Tanaka. Interpretation of Feature Space using Multi-Channel Attentional Sub-Networks, CVPR Workshop on Explainable AI, 2019.
Masanari Kimura and Takashi Yanagihara. Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data, InProc. ACCV Workshop on Advanced Machine Vision for Real-life and Industrially Relevant Applications, 2018.
Kento Nozawa, Masanari Kimura, and Atsunori Kanemura. Analyzing Centralities of Embedded Nodes, In Proc. ICDM Workshop on Large Scale Graph Representation Learning and Applications, 2018.

Ryosuke Sato, Masanari Kimura, "Progressive Data Increasing as the Neural Network Initializer". JSAI, 2019.
Masanari Kimura, Kei Wakabayashi, “Graph-based Label Extension Using Restricted Discriminative-random Walk”. Information Processing Society of Japan. Transactions on databases, Vol.10, No.4, 2017.12 (pdf)

Masanari Kimura, Kei Wakabayashi, “Active Learning based on Submodular Optimization Considering Label Expansion”. Information-Based Induction Sciences; IBIS, 6 pages, 2017.11

Anomaly Detection Method for Visual Inspections using Generative Adversarial Learning (GTC Japan 2018)
Active Learning based on Submodular Optimization Considering Label Expansion (IBIS2017)
Graph-based Label Extension Using Restricted Discriminative-random Walk (WebDBForum2017)

株式会社チームラボ賞: 木村正成, 若林啓. 制限付き識別ランダムウォークによるグラフベースのラベル拡張. 第10回 Webとデータベースに関するフォーラム (WebDB Forum 2017), 2017.
Discovery channel Code Contest 2016 本戦出場