8 citations · 30 across the 17 of their papers we have counts for
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cs.LG2026
Relative Parameter Importance in Task-Agnostic Replay-Free Continual Learning
Malavika Suresh, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga
Achieving continual learning (CL) with deep neural networks requires balancing stability and plasticity while enabling knowledge transfer. In this work, we focus on offline learnin…
cs.IR2026★ 1 cited
RAPT: Retrieval-Augmented Post-hoc Thresholding for Multi-Label Classification
Lasal Jayawardena, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji +1
Industrial multi-label document understanding pipelines score candidate labels and threshold or rank them to form a label set per document. This early selection step directly affec…