Sparse and Structured Hopfield Networks. - Saul José Rodrigues dos Santos; Vlad Niculae; Daniel C. McNamee; André F. T. Martins (ICML, 2024)

Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval. - Saul José Rodrigues dos Santos; Vlad Niculae; Daniel C. McNamee; André F. T. Martins (CoRR, 2024)

∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation. - Saul José Rodrigues dos Santos; António Farinhas; Daniel C. McNamee; André F. T. Martins (CoRR, 2025)

Modern Hopfield Networks with Continuous-Time Memories. - Saul José Rodrigues dos Santos; António Farinhas; Daniel C. McNamee; André F. T. Martins (CoRR, 2025)

Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding. - Emmanouil Zaranis; António Farinhas; Saul José Rodrigues dos Santos; Beatriz Canaverde; Miguel Moura Ramos; Aditya K. Surikuchi; André Viveiros; Baohao Liao; Elena Belén Bueno-Benito; Nithin Sivakumaran; Pavlo Vasylenko; Shoubin Yu; et al. (CoRR, 2025)