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Feb 19 |
Feb 20 |
Feb 21 |
Feb 22 |
8:30 - 9:00 |
Opening Remarks |
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9:00 - 10:30 |
Introduction to Machine Learning - Dr. Richa Singh |
Dictionary Learning and Sparse Conding - Dr. Vishal Patel |
Unsupervised Learning of Object Representations and Structure Guided Completion - Dr. Narendra Ahuja |
Unconstrained Face Recognition using Deep Networks - Dr. Rama Chellappa |
10:30 - 11:00 |
Coffee Break |
Coffee Break |
Coffee Break |
Coffee Break |
11:00 - 12:30 |
Science of Authentication - Dr. Venu Govindaraju |
Continuous User Authentication - Dr. Vishal Patel |
Iris and Ocular Biometrics - Dr. Ajay Kumar |
Adversatial Attacks on Biometrics and Deep Learning Systems - Dr. Nalini Ratha |
12:30 - 1:30 |
Lunch |
Lunch |
Lunch |
Lunch |
1:30 - 3:00 |
Introduction to Biometrics and Performance Evaluation - Dr. Richa Singh |
Autoencoder and Regularization - Dr. Angshul Majumdar |
Transfer Learning - Dr. Richa Singh |
Fingerprint Recognition - Dr. Mayank Vatsa |
3:00 - 3:15 |
Coffee Break |
Coffee Break |
Coffee Break |
Coffee Break |
3:15 - 4:45 |
Introduction to Deep Learning - Dr. Mayank Vatsa |
Convolutional Neural Networks and Restricted Boltzmann Machine - Dr. Mayank Vatsa |
Distance Metric Learning - Dr. Saket Anand |
Industry Session: TCS, HCL, SMartChop/Safran |
4:45 - 5:45 |
Practical - Introduction to ML - Tejas I. Dhamecha |
Practical - Deep Learning - Anush Sankaran |
Practical - Deep Learning Tools with Face Recognition - Gaurav Goswami |