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Project Videos for EE599 Deep Learning, Spring 2019
Symposium Program: http://deeplearning.usc-ece.com/index-2019.html
Thanks to Amazon for AWS cloud resources through the AWS Educate program! Student projects were run on AWS using this support.
Best Overall Project:
Photorealistic Style Transfer
Pranav Kadam, Anand Ravi, Meghana Kiran Urs
https://www.youtube.com/watch?v=DlexTdSEmoY&list=PLSWfKPoUAX4p7aym583hQqKRIt6INZFeU&index=22
Best Video:
Explorations in Reinforcement Learning
Saikrishna Chaitanya Kanala, Anirudh Kulkarni, Siddhant Nadkarni
https://www.youtube.com/watch?v=f8pR1e7SszA&list=PLSWfKPoUAX4p7aym583hQqKRIt6INZFeU&index=5
Best Report:
Grasyscale Image Colorization
Yingpeng Deng, Lu Lu, Wushuang Jin
https://www.youtube.com/watch?v=O_XkYgKdmko&list=PLSWfKPoUAX4p7aym583hQqKRIt6INZFeU&index=30
Best Presentation:
Deep Reinforcement Learning for Robotic Manipulation
Samantha Samuelson
https://www.youtube.com/watch?v=kNZcqOlYHLE&list=PLSWfKPoUAX4p7aym583hQqKRIt6INZFeU&index=21
Most Novel/Creative Application:
Mars Orbiter Landing using Reinforcement Learning
Tamoghna Chattopadhyay, Wenjun Li, Ishan Mohanty
https://www.youtube.com/watch?v=P5ju2mQkwMA&list=PLSWfKPoUAX4p7aym583hQqKRIt6INZFeU&index=29
Most Novel Research Project:
Neural network design for BagNet with reduced parameters
Haleh Akrami, Souvik Kundu, Saurav Prakash
(video to be uploaded)
Deep Joint Source-Channel Coding for Image Transmission Over Wireless Channels
Yu-Lun Chen, Tze-Yang Tung
https://www.youtube.com/watch?v=P7QnbWktnjk&list=PLSWfKPoUAX4p7aym583hQqKRIt6INZFeU&index=7
source
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