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2020.02.16
A photo from New York I stayed until two days ago for AAAI 2020
@hiromu1996
FocusMusicRecommender:
A System for Recommending Music
to Listen to While Working
Hiromu Yakura†, Tomoyasu Nakano‡, Masataka Goto‡
† University of Tsukuba, Japan
‡ AIST, Japan
ACM IUI 2018
Huang, R. et al.: Effects of background music on concentration of workers. Work 38(4). 2011.
Londdale, A. et al.: Why do we listen to music? A uses and gratifications analysis. British Journal of Psychology 102(1). 2011.
Neural Malware Analysis
with Attention Mechanism
Hiromu Yakura*†, Shinnosuke Shinozaki*, Reon Nishimura*,
Yoshihiro Oyama*, Jun Sakuma*†
* University of Tsukuba, Japan
† RIKEN Center for Artificial Intelligence Project, Japan
ACM CODASPY 2018 / Computers and Security 2019
REsCUE: A framework for
REal-time feedback on behavioral CUEs
using multimodal anomaly detection
Riku Arakawa† and Hiromu Yakura‡
(equal contribution)
† The University of Tokyo, Japan
‡ University of Tsukuba, Japan / Teambox Inc., Japan
ACM CHI 2019
👍
👎
👍
👎
Generate (non-software) Bugs
to Fool Classifiers
Hiromu Yakura*†, Youhei Akimoto*†, Jun Sakuma*†
* University of Tsukuba, Japan
† RIKEN Center for Artificial Intelligence Project, Japan
AAAI 2020
Patch-based
PEPG-based
64x64 pixel 128x128 pixel
YES +
"STOP"
YES
Shafahi, A. et al.: Are adversarial examples inevitable?. ICLR. 2019.
自己紹介@名状しがたいお茶会

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自己紹介@名状しがたいお茶会

  • 1. 2020.02.16 A photo from New York I stayed until two days ago for AAAI 2020
  • 3.
  • 4.
  • 5.
  • 6. FocusMusicRecommender: A System for Recommending Music to Listen to While Working Hiromu Yakura†, Tomoyasu Nakano‡, Masataka Goto‡ † University of Tsukuba, Japan ‡ AIST, Japan ACM IUI 2018
  • 7. Huang, R. et al.: Effects of background music on concentration of workers. Work 38(4). 2011. Londdale, A. et al.: Why do we listen to music? A uses and gratifications analysis. British Journal of Psychology 102(1). 2011.
  • 8.
  • 9. Neural Malware Analysis with Attention Mechanism Hiromu Yakura*†, Shinnosuke Shinozaki*, Reon Nishimura*, Yoshihiro Oyama*, Jun Sakuma*† * University of Tsukuba, Japan † RIKEN Center for Artificial Intelligence Project, Japan ACM CODASPY 2018 / Computers and Security 2019
  • 10.
  • 11.
  • 12. REsCUE: A framework for REal-time feedback on behavioral CUEs using multimodal anomaly detection Riku Arakawa† and Hiromu Yakura‡ (equal contribution) † The University of Tokyo, Japan ‡ University of Tsukuba, Japan / Teambox Inc., Japan ACM CHI 2019
  • 13.
  • 15.
  • 16. Generate (non-software) Bugs to Fool Classifiers Hiromu Yakura*†, Youhei Akimoto*†, Jun Sakuma*† * University of Tsukuba, Japan † RIKEN Center for Artificial Intelligence Project, Japan AAAI 2020
  • 18. YES + "STOP" YES Shafahi, A. et al.: Are adversarial examples inevitable?. ICLR. 2019.