no code implementations • 29 Mar 2024 • Anurag Roy, Riddhiman Moulick, Vinay K. Verma, Saptarshi Ghosh, Abir Das
Continual Learning (CL) enables machine learning models to learn from continuously shifting new training data in absence of data from old tasks.
no code implementations • 15 Sep 2023 • Soumya Banerjee, Vinay K. Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai
Streaming lifelong learning is a challenging setting of lifelong learning with the goal of continuous learning in a dynamic non-stationary environment without forgetting.