A class-aware replay method for domain-incremental learning reaches 88.66% average accuracy on five simulated domain shifts in PneumoniaMNIST, beating standard replay, fine-tuning, and joint training.
Three types of incremental learning,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Domain Incremental Learning for Pandemic-Resilient Chest X-Ray Analysis
A class-aware replay method for domain-incremental learning reaches 88.66% average accuracy on five simulated domain shifts in PneumoniaMNIST, beating standard replay, fine-tuning, and joint training.