I am in the process of adding papers to this list.
In the meantime please check out this folder for a collection of papers that are highly relevant to the topics in this course.
ImageNet Classification with Deep Convolutional Neural Networks, NIPS 2012
Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004
Histograms of Oriented Gradients for Human Detection, CVPR 2005
Photo Tourism: Exploring Photo Collections in 3D, ACM Transactions on Graphics 2006
Visualizing and Understanding Convolutional Networks, ECCV 2014