3 papers
cs.CV2026
Generalizing Multimodal Foundational Models in Context-Driven Class Incremental Learning
Avi Gupta, Nilotpal Sinha, Vishnu Raj +4
Class-Incremental Learning (CIL) aims to learn new classes continuously without forgetting the previously learned ones. Recent works in CIL have significantly advanced across vario…
cs.CV2026
Listen, Look, and Learn: Learning Without Forgetting through SAM-Audio
Avi Gupta, Nilotpal Sinha, Vishnu Raj +4
Class-Incremental Learning (CIL) aims to continuously learn new classes without forgetting previously acquired knowledge. While recent CIL advances have spurred significant interes…
cs.LG2019
Attack Agnostic Statistical Method for Adversarial Detection
Sambuddha Saha, Aashish Kumar, Pratyush Sahay +3
Deep Learning based AI systems have shown great promise in various domains such as vision, audio, autonomous systems (vehicles, drones), etc. Recent research on neural networks has…