Leveraging Multimodal Learning to Mitigate Catastrophic Forgetting in Continual Learning

Integrating multiple modalities, such as audio and visual data, can enable deep neural networks to learn more robust and generalizable representations, leading to improved performance and reduced catastrophic forgetting in continual learning scenarios.