2 papers
cs.CV2020
Unsupervised Behaviour Analysis and Magnification (uBAM) using Deep Learning
Biagio Brattoli, Uta Buechler, Michael Dorkenwald +5
Motor behaviour analysis is essential to biomedical research and clinical diagnostics as it provides a non-invasive strategy for identifying motor impairment and its change caused…
cs.CV2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning
Karsten Roth, Timo Milbich, Samarth Sinha +3
Deep Metric Learning (DML) is arguably one of the most influential lines of research for learning visual similarities with many proposed approaches every year. Although the field b…