LaneAF: Robust Multi-Lane Detection with Affinity Fields

1 code implementation • 22 Mar 2021 • Hala Abualsaud, Sean Liu, David Lu, Kenny Situ, Akshay Rangesh, Mohan M. Trivedi

This study presents an approach to lane detection involving the prediction of binary segmentation masks and per-pixel affinity fields.

Clustering Lane Detection

Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning

3 code implementations • 28 Feb 2018 • Sanjit Bhat, David Lu, Albert Kwon, Srinivas Devadas

While the current state-of-the-art attack, which uses deep learning, outperforms prior art with medium to large amounts of data, it attains marginal to no accuracy improvements when both use small amounts of training data.