Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning. - Prashant Shivaram Bhat; Bharath Chennamkulam Renjith; Elahe Arani; Bahram Zonooz (CoLLAs, 2024)

IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning. - Prashant Shivaram Bhat; Bharath Renjith; Elahe Arani; Bahram Zonooz (Trans. Mach. Learn. Res., 2024)