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cs.LG2023
TIDo: Source-free Task Incremental Learning in Non-stationary Environments
Abhinit Kumar Ambastha, Leong Tze Yun
This work presents an incremental learning approach for autonomous agents to learn new tasks in a non-stationary environment. Updating a DNN model-based agent to learn new target t…
cs.LG2023
Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning
Abhinit Kumar Ambastha, Leong Tze Yun
This work presents an approach for incrementally updating deep neural network (DNN) models in a non-stationary environment. DNN models are sensitive to changes in input data distri…