Program Schedule

November 30, 2020
04:00PM - 05:00PM (IST) Inauguration
Brief Talk - Prof. P. Nagabhushan; Prof. Shekhar Verma; Prof. Shirshu Varma; Dr. Vrijendra Singh; Dr. Satish Kumar Singh
5:00PM - 6:00PM (IST) Lecture 01: Course Introduction and Pre-Deep Learning Essentials
Dr. Satish Kumar Singh, IIIT Allahabad
6:15PM-7:15PM (IST) Lecture 02: Convolutional Neural Networks
Dr. Shiv Ram Dubey, IIIT Sri City
7:30PM-8:30PM (IST) Lecture 03: Generative Models for Motion Detection in Videos
Dr. Subrahmanyam Murala, IIT Ropar
December 1, 2020
5:00PM - 6:00PM (IST) Lecture 04: Objection Detection
Mr. Akhilesh Kumar, DRDO Delhi
6:00PM-7:00PM (IST) Lecture 05: Probabilistic Machine Learning/Deep Learning
Dr. K. P. Singh, IIIT Allahabad
7:30PM-8:30PM (IST) Lecture 06: Handwritten Image Recognition in Low-resource Indic Scripts.
Dr. Partha Pratim Roy, IIT Roorkee
8:00PM-9:00PM (IST) Lecture 07: Recent Developments in Deep Learning: Fairness, Causality, Reliability etc
Dr. Chetan Arora, IIT Delhi
December 2, 2020
5:00PM - 6:00PM (IST) Lecture 08: Graph Neural Network
Dr. Shekhar Verma, IIIT Allahabad
6:15PM-7:15PM (IST) Lecture 09: Domain Adaptation: A Deep Dictonary Learning Paradigm
Dr. Angshul Mazumdar, IIIT Delhi
7:30PM-8:30PM (IST) Lecture 10: ColorNet: Color Spaces for Image Classification
Dr. Emanuela Marasco, George Masson University, USA
December 3, 2020
6:15PM-7:15PM (IST) Lecture 11: Deep Learning with Limited Supervision
Dr. Vineeth Balasubramanian, IIT Hyderabad
7:30PM-8:30PM (IST) Lecture 12: Deep Learning for Time Series Analytics
Dr. Vrijendra Singh, IIIT Allahabad
8:30PM-9:15PM (IST) Lecture 13: Applications in Machine/Deep Learning in Imaging & Vision.
Dr. R. Balasubramanian, IIT Roorkee
December 4, 2020 (Common with CVIP 2020)
10:00AM-10:45AM (IST) Lecture 14: Planery Session (CVIP 2020)
Dr. P. Nagabhushan, IIIT Allahabad
10:45AM-11:30AM (IST) Lecture 15: Hard-coded features in the brain and its relevance for deep learning
Dr. A. G. Ramakrishnan, IISc Bangalore
3:00PM-3:45PM (IST) Lecture 16: Human Face Recognition: What can be Learned from Biological Deep Networks?
Dr. Massimo Tistarelli, Sassari, Italy
5:30PM - 6:30PM (IST) Lecture 17: Deep Learning for Morphing Attacks - Generation and Detection in Biometrics
Dr. Kiran Raja, NTNU Norway
December 5, 2020 (Common with CVIP 2020)
12:00PM-12:45PM (IST) Lecture 18: Intelligent Analysis of Brain Images
Dr. Sushmita Mitra, ISI Kolkata
12:45PM-1:30PM (IST) Lecture 19: AI in Reality: Challenges and Opportunities
Dr. D. S. Guru, Univerity of Mysuru
3:00PM-3:45PM (IST) Lecture 20: Consensus Learning
Dr. Xioyi Jiang, University of Munster, Germany
7:00PM-7:45PM (IST) Lecture 20: Leveraging Old Tricks in A New World: Efficient Generation of Labeled Data for Deep Learning
Dr. Gaurav Sharma, University of Rochester, USA
December 6, 2020 (Common with CVIP 2020)
10:00PM-10:45PM (IST) Lecture 21:
Dr. P. V. Vekitakrishnan, CBPO, ISRO, Bangalore
10:45PM-11:30PM (IST) Lecture 22:
Dr. Bhabatosh Chanda, ISI Kolkata
3:00PM-3:45PM (IST) Lecture 23: Air Writing Recognition without Depth Sensor
Dr. Umapada Pal, ISI Kolkata
3:00PM-3:45PM (IST) Lecture 24: Ethical Academic and Scientific Publishing
Ms Kamiya Khatter, Springer India