Expert Lectures on Autoencoders Using Deep Learning

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Dr. Murala Subramanyan, Assistant Professor, IIT Ropar, Rupnagar, Punjab. He started with the very basics of deep learning. He discussed convolution and convolution layers, pooling layers,activation functions, and other such basic con cepts.


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

  • Mr.Nand Kumar Yadav(pis2016004@iiita.ac.in)
    Ms.Aanandita Dhawan(iec2016052@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.Sarthak Sengupta(sarthak388@gmail.com)
    Mr.Ganesh Ayyappan(iec2017074@iiita.ac.in)
    Mr.Ajay Raikar (iit2017040@iiit.ac.in)

  • Co-sponsored by IIIT - ALLAHABAD

  Speakers

Dr. Murala Subramanyan Dr. Murala Subramanyan of IIT-ROPAR

Topic:

Expert Lectures on Autoencoders Using Deep Learning

Dr. Murala Subramanyan, Assistant Professor, IIT Ropar, Rupnagar, Punjab, had started with the very basics of deep learning. He discussed convolution and convolution layers, pooling layers, activation functions, and other such basic concepts. He also discussed how different kinds of layers in a deep learning architecture contribute to the learning process. Dr. Murala then elaborated on unsupervised learning networks like autoencoders and Generative adversarial networks.He then took a practical lab sessions with the participants to explain practically all those concepts that he had discussed in theory. In the practical session, he demonstrated the working of an autoencoder and other deep learning modules.

Biography:

Dr. Subrahmanyam Murala was born in Machilipatnam, Andhra Pradesh, India in 1985. He received the B.E. degree in Electrical and Electronics Engineering from Andhra University, Andhra Pradesh, India, in 2007. Afterwards, he received his M.Tech. and Ph.D. degrees from the Department of Electrical Engineering, Indian Institute of Technology Roorkee, Roorkee, India, in 2009 and 2012 respectively. He was a Post-Doctoral Researcher in the Department of Electrical and Computer Engineering at University of Windsor, Windsor, ON, Canada from July 01, 2012 to June 30, 2014. Currently, He is working as an Assistant Professor in the Department of Electrical Engineering, IIT Ropar, Rupnagar, Punjab, India. His major fields of interests are Image Retrieval, Computer Vision, Medical Image Processing and Object Tracking.

Email:

Address:IIT Ropar, , Rupnagar, Rupnagar, Punjab, India, 140001