Venue for Lecture : Lecture Gallery 1 (LG1)

Venue for Hands-On Session : CSE Lab 2

07/03/2020 [Saturday]

Registration: 8:00 am onward

Inauguration: 9:00 am - 9:30 am

--------------------------------------------------------------------------------------------------------------------------------------

09:30 am - 11:00 am

Lecture 1: Acceleration of CNN Training using Diffgrad

Speaker: Prof. Bidyut Baran Chaudhuri

--------------------------------------------------------------------------------------------------------------------------------------

Tea break: 11:00 am - 11:30 am

--------------------------------------------------------------------------------------------------------------------------------------

11:30 am - 01:00 pm

Lecture 2: Machine Vision in Industrial Automation

Speaker: Dr. Jayavardhana Rama Gubbi Lakshminarasimha

--------------------------------------------------------------------------------------------------------------------------------------

Lunch: 01:00 pm - 02:30 pm

--------------------------------------------------------------------------------------------------------------------------------------

02:30 pm - 04:00 pm

Hands-On Session 1: Introduction to PyTorch with an Application to Image Classification and Object Detection

Mentor: Mr. Bikash Santra

--------------------------------------------------------------------------------------------------------------------------------------

Snacks: 04:00 pm - 04:15 pm

--------------------------------------------------------------------------------------------------------------------------------------

04:15 pm - 05:30 pm

Hands-On Session 2: Image De-hazing: A deep learning approach to remove haze from image using Keras (TensorFlow) library.

Mentor : Mr. Ranjan Mondal

--------------------------------------------------------------------------------------------------------------------------------------

08/03/2020 [Sunday]

09:00 am - 10:30 am

Lecture 3: Revisit to the Question of Deep Learning or Cheap Learning

Speaker: Prof. Dipti Prasad Mukherjee

--------------------------------------------------------------------------------------------------------------------------------------

Tea break: 10:30 am - 11:00 am

--------------------------------------------------------------------------------------------------------------------------------------

11:00 am - 12:30 pm

Lecture 4: SAR Image Analysis: Physics in Deep Learning

Speaker: Dr. Avik Bhattacharya

--------------------------------------------------------------------------------------------------------------------------------------

Lunch: 12:30 pm - 02:00 pm

--------------------------------------------------------------------------------------------------------------------------------------

02:00 pm - 03:30 pm

Lecture 5: A Brief Introduction to Deep Learning and Emerging Research Trends for Natural Language Processing (NLP)

Speaker: Dr. Kuntal Dey

--------------------------------------------------------------------------------------------------------------------------------------

Snacks: 03:30 pm - 03:45 pm

--------------------------------------------------------------------------------------------------------------------------------------

03:45 pm - 05:15 pm

Lecture 6: Deep Learning for Computer Vision

Speaker: Dr. Arijit Sur

--------------------------------------------------------------------------------------------------------------------------------------

Closing Session: 05:15 pm - 05:30 pm

--------------------------------------------------------------------------------------------------------------------------------------