Columbia University EECS E6894, Spring 2015 (7:00-9:30pm, Wednesday at 644 Seeley W. Mudd Bld)

Deep Learning for Computer Vision and Natural Language Processing

The final project is due on the midnight of May 6th, Wednesday May 10th, Sunday (05/10/2015 23:59 EDT). The length of each report should be 4-8 pages.
We suggest the final report to follow the format of the ACL short paper or another conference you are considering to submit to.

IDOL AWARD

Congratulations to Chad, Jake, Joaquin, and to Kui, Sameer, for their projects voted as the "IDOL AWARDS" in our deep learning class!

Final presentation

People Topic
Christopher Cleveland and Sami Moura How Deep Learning can Solve Phishing
James Guevara and Ankit Gupta Object Detection Using Given Key Words
Alan Chad DeChant, Jacob Joseph Varley, Joaquin Ruales 3D Conv Nets for Robotic Manipulation
Neelamohan Vadoothker, Robert Dadashi, Alberto Benavides Retinopathy Net
Jamis Johnson, Lance Legel, Angus Ding Extending "Playing Atari with Deep Reinforcement Learning"
Nikolai Yakovenko 2-7 Triple Draw Poker
Prateek Goel, Divyansh Agarwal Visual Search for Fashion
Zheng Shou Incremental learning for Convolutional Neural Networks
Qiming Chen and Zhiyuan Guo Plant recognition using Convolutional Neural Networks
Kui Tang, Sameer Lal Topic Models for Texts and Images in Representation Space
Alexander Arthur Spangher Understanding User Generated Content @ New York Times
Chris Kedzie, Dwayne Campbell, Roy Aslan Neural networks to discourse coherence

Mid-term presentations

People Topic
Christopher Cleveland How Deep Learning can Solve Phishing
Chad DeChant, Jake Varley 3D CNNs for Robotic Grasp Stability Estimation
Neelamohan Vadoothker, Robert Dadashi, Alberto Benavides Deep Learning on Medical Images
Joaquin Ruales Deep Learning for Speech Recognition in Kaldi
Zheng Shou, Roy Aslan Incremental learning for Convolutional Neural Networks
Qiming Chen, Zhiyuan Guo Plant recognition using Convolutional Neural Networks
Lance Legel, Jamis Johnson, Angus Ding Extending "Playing Atari with Deep Reinforcement Learning"
Nikolai Yokavenko 2-7 Triple Draw Poker
Kui Tang, Sameer Lal Topic Models for Texts and Images in Representation Space
Alexander Spangher Auto-comment moderator for comments posted to the New York Times website
James Guevara, Ankit Gupta Object Detection Using Given Key Words
Chris Kedzie, Dwayne Campbell Application of neural networks to discourse coherence
Prateek Goel, Divyansh Agarwal Visual Search for Fashion
Liangliang Cao and James Fan, Updated 02/13/2015