activity
20192026
most citedDomain adaptation using optimal transport for invariant learning using histopathology datasets

3 citations · 6 across the 8 of their papers we have counts for

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Showing 2026Show all

2 papers · 1 filter

eess.IV2026

Seamless Whole Slide Label-Free Virtual Staining

Dou Hoon Kwark, Kianoush Falahkheirkhah, Ji-hun Oh +3

Label-free virtual staining offers a compelling, non-destructive alternative to standard histopathology; however, its clinical adoption is hindered by the computational bottlenecks…

cs.CV2026

Anatomy of a failure: When, how, and why deep vision fails in scientific domains

Ji-Hun Oh, Dou Hoon Kwark, Kianoush Falahkheirkhah +4

Mirroring its ubiquity in popular media and all human activities, the use of deep learning (DL) is rapidly growing in scientific imaging modalities. However, unlike everyday RGB pi…