A lecture on intuitive reasoning behind the design of deep learning architectures

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 Dr. Shiv Ram Dubey, Assistant Professor, IIIT Sri City has discussed the basics of CNN from a differentperspective. He tried to build mathematical and intuitive reasoning behind the design of deep learning architectures, activation functions, loss functions, batch normalization, andoptimization functions.


  Date and Time

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  Hosts

  Registration


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  • Indian Institute of information technology
  • Allahabad, Uttar Pradesh
  • India 211015
  • Building: cc3
  • Room Number: 5005
  • Contact Event Host

  • Mr.Nand Kumar Yadav(pis2016004@iiita.ac.in)
    Mr.Himanshul Patel(icm2015003@iiita.ac.in)
    Ms.Dipti Mishra(rse2017502@iiita.ac.in)
    Ms.Anamika Jain(rsi2016005@iiita.ac.in)
    Mr.Praveen(phc2016003@iiita.ac.in)
    Mr. Albert mundu(phc2016001@iiita.ac.in)
    Mr. Nayaneesh mishra(rsi2016003@iiita.ac.in )
    Ms. Suvidha tripathi (rsi2015002@iiita.ac.in)
    Mr. Kapil mishra(rsi2017506@iiita.ac.in)
    Mr. Sumit kumar(phc2014001@iiita.ac.in)

  • Co-sponsored by IIIT - ALLAHABAD

  Speakers

Dr. Shivram Dubey of IIIT - SRI CITY

Topic:

Basics of CNN from a different perspective.

Biography:

Shiv Ram Dubey has been with the Indian Institute of Information Technology (IIIT), Sri City since June 2016, where he is currently the Assistant Professor of Computer Science and Engineering. He received the Ph.D. degree in Computer Vision and Image Processing from Indian Institute of Information Technology, Allahabad (IIIT Allahabad) in 2016. Before that, from August 2012-Feb 2013, he was a Project Officer in the Computer Science and Engineering Department at Indian Institute of Technology, Madras (IIT Madras). 
 
He was a recipient of several awards including the Indo-Taiwan Joint Research Grant from DST/GITA, Govt. of India, Best PhD Award in PhD Symposium, IEEE-CICT2017 at IIITM Gwalior, Early Career Research Award from SERB, Govt. of India and NVIDIA GPU Grant Award Twice from NVIDIA. He received Outstanding Certificate of Reviewing Award from Information Fusion, Elsevier in 2018. He also received the Best Paper Award in IEEE UPCON 2015, a prestigious conference of IEEE UP Section. 
 
His research interest includes Computer Vision, Deep Learning, Image Processing, Biometrics, Medical Imaging, Convolutional Neural Networks, Image Feature Description, Content Based Image Retrieval, Image-to-Image Transformation, Face Detection and Recognition, Facial Expression Recognition, Texture and Hyperspectral Image Analysis. 
 

Email:

Address:Sri City, Chittoor District, Andhra Pradesh, Allahabad, Andhra Pradesh, India, 517646