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researcher

Jamyoung Koo

4 papers hereh-index 5184 citations10 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedNoise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative

14 citations · 26 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CV2019

Deep Closed-Form Subspace Clustering

Junghoon Seo, Jamyoung Koo, Taegyun Jeon

We propose Deep Closed-Form Subspace Clustering (DCFSC), a new embarrassingly simple model for subspace clustering with learning non-linear mapping. Compared with the previous deep…

cs.LG2019★ 7 cited

Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps

Beomsu Kim, Junghoon Seo, SeungHyun Jeon +3

Saliency Map, the gradient of the score function with respect to the input, is the most basic technique for interpreting deep neural network decisions. However, saliency maps are o…

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