2 papers
cs.CV2024
Interpretable Representation Learning from Videos using Nonlinear Priors
Marian Longa, João F. Henriques
Learning interpretable representations of visual data is an important challenge, to make machines' decisions understandable to humans and to improve generalisation outside of the t…
cs.CV2024
Unsupervised Object Detection with Theoretical Guarantees
Marian Longa, João F. Henriques
Unsupervised object detection using deep neural networks is typically a difficult problem with few to no guarantees about the learned representation. In this work we present the fi…