no code implementations • 8 Nov 2021 • Xingchen Wan, Binxin Ru, Pedro M. Esperança, Fabio M. Carlucci
The standard paradigm in Neural Architecture Search (NAS) is to search for a fully deterministic architecture with specific operations and connections.
1 code implementation • ICLR 2020 • Antoine Yang, Pedro M. Esperança, Fabio M. Carlucci
As such, and due to the under-use of ablation studies, there is a lack of clarity regarding why certain methods are more effective than others.
1 code implementation • CVPR 2019 • Fabio M. Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi
Human adaptability relies crucially on the ability to learn and merge knowledge both from supervised and unsupervised learning: the parents point out few important concepts, but then the children fill in the gaps on their own.
1 code implementation • 3 Aug 2018 • Fabio M. Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo
The ability to generalize across visual domains is crucial for the robustness of artificial recognition systems.