The paper proposes two sequence-level transferability scores, TFT and TRT, that correlate with continual learning accuracy, and a greedy task-order heuristic, HCTOS, that beats random ordering in a narrow set of experiments.
Class-incremental continual learning into the extended der-verse
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Sequence Transferability and Task Order Selection in Continual Learning
The paper proposes two sequence-level transferability scores, TFT and TRT, that correlate with continual learning accuracy, and a greedy task-order heuristic, HCTOS, that beats random ordering in a narrow set of experiments.