ShortScience.org - Reproducing Intuition

1 code implementation • 20 Jul 2017 • Joseph Paul Cohen, Henry Z. Lo

We present ShortScience. org, a platform for post-publication discussion of research papers.

Digital Libraries

Count-ception: Counting by Fully Convolutional Redundant Counting

2 code implementations • 25 Mar 2017 • Joseph Paul Cohen, Genevieve Boucher, Craig A. Glastonbury, Henry Z. Lo, Yoshua Bengio

Our contribution is redundant counting instead of predicting a density map in order to average over errors.

Object Localization regression

Scale Normalization

no code implementations • 26 Apr 2016 • Henry Z. Lo, Kevin Amaral, Wei Ding

One of the difficulties of training deep neural networks is caused by improper scaling between layers.

RandomOut: Using a convolutional gradient norm to rescue convolutional filters

1 code implementation • 18 Feb 2016 • Joseph Paul Cohen, Henry Z. Lo, Wei Ding

We propose to evaluate and replace specific convolutional filters that have little impact on the prediction.

Crater Detection via Convolutional Neural Networks

1 code implementation • 5 Jan 2016 • Joseph Paul Cohen, Henry Z. Lo, Ting-ting Lu, Wei Ding

The power of CNNs is that they can learn image filters which generate features for high accuracy classification.

General Classification