A Closer Look at Rehearsal-Free Continual Learning. - James Seale Smith; Junjiao Tian; Shaunak Halbe; Yen-Chang Hsu; Zsolt Kira (CVPR Workshops, 2023)

HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning. - Shaunak Halbe; James Seale Smith; Junjiao Tian; Zsolt Kira (CoRR, 2023)

Adaptive Memory Replay for Continual Learning. - James Seale Smith; Lazar Valkov; Shaunak Halbe; Vyshnavi Gutta; Rogério Feris; Zsolt Kira; Leonid Karlinsky (CVPR Workshops, 2024)

Grounding Descriptions in Images informs Zero-Shot Visual Recognition. - Shaunak Halbe; Junjiao Tian; K. J. Joseph; James Seale Smith; Katherine Stevo; Vineeth N. Balasubramanian; Zsolt Kira (CoRR, 2024)

Continual Adaptation of Vision Transformers for Federated Learning. - Shaunak Halbe; James Seale Smith; Junjiao Tian; Zsolt Kira (Trans. Mach. Learn. Res., 2024)