5 citations · 13 across the 10 of their papers we have counts for
3 papers · 1 filter
COLA: Continual Learning via Autoencoder Retrieval of Adapters
Jaya Krishna Mandivarapu
Learning a set of tasks over time, also known as continual learning (CL), is one of the most challenging problems in artificial intelligence due to catastrophic forgetting. Large l…
Deep Active Learning via Open Set Recognition
Jaya Krishna Mandivarapu, Blake Camp, Rolando Estrada
In many applications, data is easy to acquire but expensive and time-consuming to label prominent examples include medical imaging and NLP. This disparity has only grown in recent…
Self-Net: Lifelong Learning via Continual Self-Modeling
Blake Camp, Jaya Krishna Mandivarapu, Rolando Estrada
Learning a set of tasks over time, also known as continual learning (CL), is one of the most challenging problems in artificial intelligence. While recent approaches achieve some d…