Papers

A brief summary of CV / ML papers

git clone https://github.com/varskann/papers.git

2019

• HarDNet: A Low Memory Traffic Network[paper][review]

2018

• Towards End-to-End Lane Detection: an Instance Segmentation Approach[paper][review]

2017

• VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition [paper][review]

• Eye In-Painting with Exemplar Generative Adversarial Networks[paper][review]

2016

• Net2Net: Accelerating learning via Knowledge Transfer [paper][review]

• Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1[paper][review]

2015

• Fast R-CNN[paper][review]

• FaceNet: A Unified Embedding for Face Recognition and Clustering[paper][review]

• Faster R-CNN[paper][review]

2014

• R-CNN: Rich feature hierarchies for accurate object detection and semantic segmentation[paper][review]