Apr 12, 2022 · The proposed approach is validated on complex class-incremental and data-incremental continual learning scenarios (CORe50 and ImageNet-1000) ...

Generative replay is an appealing strategy for continual learning, but, to exploit it in complex scenarios with many experiences, we need to overcome the data ...

Oct 31, 2022 · In this work, we focus on learning a VLP model with sequential chunks of image-text pair data. To tackle the catastrophic forgetting issue in ...

In this work, we focus on learning a VLP model with sequential chunks of image-text pair data. To tackle the catastrophic forgetting issue in this multi-modal ...

The proposed approach is validated on complex class-incremental and data-incremental continual learning scenarios (CORe50 and ImageNet-1000) composed of high- ...

Apr 13, 2022 · The proposed approach is validated on complex class-incremental and data-incremental continual learning scenarios (CORe50 and ImageNet-1000) ...

Belouadah, E., & Popescu, A. (2019). Il2m: Class incremental learning with dual memory. In Proceedings of the IEEE/CVF international conference on computer ...

In this work, we focus on learning a VLP model with sequential chunks of image-text pair data. ... Moreover, we propose multi-modal knowledge distillation between ...

Missing: negative | Show results with:negative

Generative replay e(k+1) e(k) e(k-1) e(k-2). ○ We can use replay also for the generator? ○ In this case is a sort of auto-replay. ○ When trained on ...