FiUni can effectively infer latent batch-level task affiliations and achieve competitive performance against advanced task-aware continual learning methods with fewer trainable parameters

Experiments show that FiUni can effectively infer latent batch-level task affiliations and achieve competitive performance against advanced task-aware CL methods with fewer trainable parameters.

http://arxiv.org/abs/2608.27070v1