| Date/Time | |
|---|---|
| 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 |