publications

Please visit my Google Scholar page here for a complete list of publications.

2023

  1. Multi-Head Adapter Routing for Cross-Task Generalization
    Lucas Caccia, Edoardo Ponti, Lucas Liu, and 3 more authors
    Advances in neural information processing systems, 2023

2022

  1. On Anytime Learning at Macroscale
    Lucas Caccia, Jing Xu, Myle Ott, and 2 more authors
    In Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada, 2022
  2. New Insights on Reducing Abrupt Representation Change in Online Continual Learning
    Lucas Caccia, Rahaf Aljundi, Nader Asadi, and 3 more authors
    In International Conference on Learning Representations, 2022

2020

  1. Online Learned Continual Compression with Adaptive Quantization Modules
    Lucas Caccia, Eugene Belilovsky, Massimo Caccia, and 1 more author
    In Proceedings of the 37th International Conference on Machine Learning, 13–18 jul 2020

2019

  1. Online Continual Learning with Maximal Interfered Retrieval
    Rahaf Aljundi, Lucas Page-Caccia, Eugene Belilovsky, and 4 more authors
    In Advances in Neural Information Processing Systems, 13–18 jul 2019