Latest Articles for Continual Learning

New models help machines retain knowledge while learning new tasks.

A new framework that improves face recognition by learning continuously without forgetting.

Mamba-CL improves AI learning by retaining old knowledge while acquiring new tasks.

Exploring how machines can learn continuously like humans.

SOUL transforms network security by using limited data to detect attacks.

Unlocking driver identification technology for safer, personalized driving experiences.

A novel strategy helps AI learn better by retaining past knowledge while adapting to new tasks.

New method improves detection of audio deepfakes using innovative learning techniques.

Innovative methods boost language models for low-resource languages like Nepali.

New techniques help machines learn more effectively and adapt to challenges.

Models learn old and new objects while remembering past knowledge.

A new method tackles class imbalance in multi-label continual learning.