IWPAA 3

3rd International Workshop on

Pattern Analysis and Applications

Theme: A Short Course on Deep Learning

In tribute to the long service of Professor Swapan K. Parui

24-26 September 2018

Organized by the Computer Vision and Pattern Recognition (CVPR) Unit

ISI Kolkata

The Workshop

A Short Course on Deep Learning

Majority of the recent advances in artificial intelligence and machine learning are in the field of deep learning. The 3rd International Workshop on Pattern Analysis and Applications will be a three-day workshop from 24th to 26th of September, 2018, and will cover topics on Deep Learning in the mode of a short course. It will aim to provide a head start for students and researchers looking to enter the field of artificial intelligence and deep learning.

Topics:

Brief recapitulation of basics of machine learning
Neural networks and Deep neural networks
Convolutional neural networks
Recurrent neural networks
Applications of deep learning in image processing, NLP, recommender systems and information retrieval
Advanced topics in deep learning
Hands on sessions using deep learning tools, such as TensorFlow

Speakers

The speakers of the workshop are active researchers from both academia and industry. Speaker bio's will be updated soon.

Prof. Utpal Garain

ISI Kolkata

Dr. Ujjwal Bhattacharya

ISI Kolkata

Dr. Sourangshu Bhattacharya

IIT Kharagpur

Dr. Pawan Goyal

IIT Kharagpur

Debdoot Mukherjee

Director of Data Science, Hike

Debjyoti Paul

HSBC

Dr. Debapriyo Majumdar

ISI Kolkata

Dnyaneshwar Patil

Wipro

Tentative Program

Day 1

Inauguration

Probability and Statistics Revision

Machine Learning revision

Neural Networks and Deep Neural Networks

Convolutional Neural Network

Day 2

CNN and Hands on

Recurrent Neural Networks

Opinion dynamics and temporal modeling

Applications in image processing and NLP

RNN Hands on

Day 3

Deep Learning in Information Retrieval

Deep Learning in Recommender Systems

Autoencoders

Organizing Committee

Workshop chair: Prof. Umapada Pal, ISI Kolkata

Organizing committee:

Debapriyo Majumdar, ISI Kolkata
Utpal Garain, ISI Kolkata
Ujjwal Bhattacharya, ISI Kolkata
Sarbani Palit, ISI Kolkata

Registration

Fill this form to apply.

You will be notified if selected. If selected, you must pay the registration fees within the due date, otherwise your registration will be cancelled.

Registration fees
Fee for attending sessions, a workshop kit, and cost of lunch and tea/coffee during breaks for all three days
For students (including research scholars)INR 3,000 + 18% GST = INR 3,540
For other academic researchers INR 5,000 + 18% GST = INR 5,900
For industry personnel INR 8,000 + 18% GST = INR 9,440

Contact

Contact for any queries

Phone: 033-2575-2850 (office)
Email: debapriyo@isical.ac.in

CVPR Unit, ISI Kolkata, 203, BT Road, Kolkata 700 108