Machine Learning

Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networks

December 7, 2019

Machine Learning

Guided Grad-CAM is Broken! Sanity Checks for Saliency Maps

October 12, 2019

Machine Learning

CNN Heat Maps: Gradients vs. DeconvNets vs. Guided Backpropagation

October 6, 2019

Machine Learning, Medicine

Best Use of Train/Val/Test Splits, with Tips for Medical Data

September 15, 2019

Machine Learning

The Transformer: Attention Is All You Need

August 15, 2019

Machine Learning

Learn to Pay Attention! Trainable Visual Attention in CNNs

August 10, 2019

Machine Learning

Convolution vs. Cross-Correlation

July 26, 2019