Low-Shot Learning with Imprinted Weights

1 code implementation • CVPR 2018 • Hang Qi, Matthew Brown, David G. Lowe

We call this process weight imprinting as it directly sets weights for a new category based on an appropriately scaled copy of the embedding layer activations for that training example.

Unsupervised Learning of Depth and Ego-Motion from Video

2 code implementations • CVPR 2017 • Tinghui Zhou, Matthew Brown, Noah Snavely, David G. Lowe

We present an unsupervised learning framework for the task of monocular depth and camera motion estimation from unstructured video sequences.

Depth And Camera Motion Motion Estimation +1

Self-Learning for Player Localization in Sports Video

no code implementations • 27 Jul 2013 • Kenji Okuma, David G. Lowe, James J. Little

This paper introduces a novel self-learning framework that automates the label acquisition process for improving models for detecting players in broadcast footage of sports games.

Self-Learning