Summary
This document presents the intermediate outcomes of the research on new learning paradigms in WP3, reporting the advances of the partners in tasks T3.1, T3.2, T3.3, T3.6, and T3.7 in the period between M13 and M36. More specifically, it gives an update on D3.1 (T3.1, T3.3 and T3.7) and reports for the first time on tasks that started on M13 (T3.2 and T3.6). For each task, we present the contributions including the relevant publications and links to software. Finally, we discuss the plans for ongoing and future research.
Keywords
Artificial Intelligence; media; machine learning; deep learning; lifelong learning; online learning; manifold learning; disentangled feature representatio; transfer learning; domain adaptation; deep quality diversity; learning to count.