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researcher

Sungmin Cha

23 papers hereh-index 141.7k citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author13
  • middle author7
  • last author2

Across the 22 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CV7
  • eess.IV3
  • cs.CL1
same name
  • Sungmin Cha — 7 papers, h 2
  • Sungmin Cha — 4 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedUncertainty-based Continual Learning with Adaptive Regularization

113 citations · 203 across the 21 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.LG2026

Continual Learning via Self-Probe Gradients

Dongkyu Cho, Rumi Chunara, Sungmin Cha

Adapting pretrained models to new data can cause catastrophic forgetting of previously learned behavior. When only a few past samples remain, they give continual learning methods s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.