Nilotpal Sinha

Generalizing Multimodal Foundational Models in Context-Driven Class Incremental Learning

Class-Incremental Learning (CIL) aims to learn new classes continuously without forgetting the previously learned ones. Recent works in CIL have significantly advanced across various modalities; however, at the intersection of audio-visual modality, this problem remains underexplored. While representations from multimo...