Deep Learning Seminar

1. Schedule

  • July 03 – 논문 세미나 (주봉)

    • Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun, “Deep Residual Learning for Image Recognition,” 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2016, IEEE Link, arXiv Link

  • July 10 – 논문 세미나 (경석)

    • 김지섭, 남장군, 장병탁, “딥러닝 기반 비디오 분석 기술,” 정보과학회지, 제33권 제9호, 2015.9, DBpia Link

  • July 31 – 논문 세미나 (현교)

    • Wei Wang, Ming Zhu, Xuewen Zeng, Xiaozhou Ye, Yiqiang Sheng, “Malware traffic classification using convolutional neural network for representation learning,” International Conference on Information Networking (ICOIN 2017), IEEEXplore Link

  • August 07 – 논문 세미나 (도형)

    • 전태재, 이상윤, “시각장애인을 위한 딥러닝 기반 표지판 검출 및 인식,” 전자공학회논문지 제54권 제2호, 2017.2, DBpia Link

  • August 14 – 논문 세미나 (주성)

    • Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton, “ImageNet Classification with Deep Convolutional Neural Networks,” Advances in Neural Information Processing Systems 25 (NIPS 2012), NIPS Link
  • August 21 – 논문 세미나 (현교)

    • Hado van Hasselt, Arthur Guez, David Silver, “Deep Reinforcement Learning with Double Q-learning,” Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), arXiv Link, ResearchGate Link
  • August 28 – 논문 세미나 (주봉)

    • Alfredo V. Clemente, Humberto N. Castejón, Arjun Chandra, “Efficient Parallel Methods for Deep Reinforcement Learning,” Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway, May 2017, hgpu Link, arXiv Link

2. Seminar Information

  • Professor: Youn-Hee Han (Rm. B303, Tel: 560-1486, yhhan@koreatech.ac.kr)
    • 임현교 (B103A, glenn89@koreatech.ac.kr)
    • 허주성 (B103A, chil1207@koreatech.ac.kr)
    • 김주봉 (B103A, rlawnqhd@koreatech.ac.kr)
  • Github Repository: https://github.com/linklab/2017seminar
  • Classes: Wednesday (15:00 – 18:00)
  • Lecture Room: 4공학관 A동 209호