Cross-Domain Adversarial Reprogramming of a Recurrent Neural Network. - Alexandra Maria Proca; Andrzej Banburski; Tomaso A. Poggio (CogSci, 2020)

Discovering modular solutions that generalize compositionally. - Simon Schug; Seijin Kobayashi; Yassir Akram; Maciej Wolczyk; Alexandra Maria Proca; Johannes von Oswald; Razvan Pascanu; João Sacramento; Angelika Steger (ICLR, 2024)

Flexible task abstractions emerge in linear networks with fast and bounded units. - Kai Sandbrink; Jan P. Bauer; Alexandra Maria Proca; Andrew M. Saxe; Christopher Summerfield; Ali Hummos (NeurIPS, 2024)

Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks. - Alexandra Maria Proca; Fernando E. Rosas; Andrea I. Luppi; Daniel Bor; Matthew Crosby; Pedro A. M. Mediano (PLoS Comput. Biol., 2024)

From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks. - Clémentine Carla Juliette Dominé; Nicolas Anguita; Alexandra Maria Proca; Lukas Braun; Daniel Kunin; Pedro A. M. Mediano; Andrew M. Saxe (ICLR, 2025)