2 papers
cs.CV2024
Incremental Open-set Domain Adaptation
Sayan Rakshit, Hmrishav Bandyopadhyay, Nibaran Das +1
Catastrophic forgetting makes neural network models unstable when learning visual domains consecutively. The neural network model drifts to catastrophic forgetting-induced low perf…
cs.CV2022
FRIDA -- Generative Feature Replay for Incremental Domain Adaptation
Sayan Rakshit, Anwesh Mohanty, Ruchika Chavhan +3
We tackle the novel problem of incremental unsupervised domain adaptation (IDA) in this paper. We assume that a labeled source domain and different unlabeled target domains are inc…