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Discriminant analysis based on projection onto generalized difference subspace

Oct 30, 2019
Kazuhiro Fukui, Naoya Sogi, Takumi Kobayashi, Jing-Hao Xue, Atsuto Maki


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Pseudo-task Regularization for ConvNet Transfer Learning

Aug 16, 2019
Yang Zhong, Atsuto Maki


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Deep Active Learning for Efficient Training of a LiDAR 3D Object Detector

Jan 29, 2019
Di Feng, Xiao Wei, Lars Rosenbaum, Atsuto Maki, Klaus Dietmayer


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A systematic study of the class imbalance problem in convolutional neural networks

Oct 13, 2018
Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski


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Target Aware Network Adaptation for Efficient Representation Learning

Oct 02, 2018
Yang Zhong, Vladimir Li, Ryuzo Okada, Atsuto Maki

* Accepted by the ECCV'18 Workshops (2nd International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision) 

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A multitask deep learning model for real-time deployment in embedded systems

Oct 31, 2017
Miquel Martí, Atsuto Maki

* Swedish Symposium on Deep Learning 2017 
* 2 pages, 5 figures. Poster presentation at Swedish Symposium on Deep Learning SSDL2017, Stockholm, Sweden. June 20-21, 2017 

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Deep Predictive Policy Training using Reinforcement Learning

Mar 02, 2017
Ali Ghadirzadeh, Atsuto Maki, Danica Kragic, Mårten Björkman

* This work is submitted to IEEE/RSJ International Conference on Intelligent Robots and Systems 2017 (IROS2017) 

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A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction

Jul 27, 2016
Ali Ghadirzadeh, Judith Bütepage, Atsuto Maki, Danica Kragic, Mårten Björkman

* The paper is accepted for publication at the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2016) 

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Visual Instance Retrieval with Deep Convolutional Networks

May 09, 2016
Ali Sharif Razavian, Josephine Sullivan, Stefan Carlsson, Atsuto Maki


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Factors of Transferability for a Generic ConvNet Representation

Jul 15, 2015
Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson

* Extended version of the workshop paper with more experiments and updated text and title. Original CVPR15 DeepVision workshop paper title: "From Generic to Specific Deep Representations for Visual Recognition" 

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Persistent Evidence of Local Image Properties in Generic ConvNets

Nov 24, 2014
Ali Sharif Razavian, Hossein Azizpour, Atsuto Maki, Josephine Sullivan, Carl Henrik Ek, Stefan Carlsson


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