Abstract: The distributed nature of training makes Federated Learning (FL) vulnerable to backdoor attacks, where malicious model updates aim to compromise the global model’s performance on specific ...

Abstract: Class-incremental semantic segmentation focuses on updating the segmentation model with only new-class samples. Catastrophic forgetting and background shift ...

When I think about design process, from the initial moments of young people working on projects, all the way to the end where they've gone through the highs, the lows, the emotional vicissitudes of ...