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researcher

Jinkyu Koo

3 papers hereh-index 11478 citations24 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR1
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedDepth Estimation with Simplified Transformer

11 citations · 16 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2022★ 11 cited

Depth Estimation with Simplified Transformer

John Yang, Le An, Anurag Dixit +2

Transformer and its variants have shown state-of-the-art results in many vision tasks recently, ranging from image classification to dense prediction. Despite of their success, lim…

cs.LG2019

HAWKEYE: Adversarial Example Detector for Deep Neural Networks

Jinkyu Koo, Michael Roth, Saurabh Bagchi

Adversarial examples (AEs) are images that can mislead deep neural network (DNN) classifiers via introducing slight perturbations into original images. Recent work has shown that d…

cs.CR2017★ 5 cited

TRIFECTA: Security, Energy-Efficiency, and Communication Capacity Comparison for Wireless IoT Devices

Shreyas Sen, Jinkyu Koo, Saurabh Bagchi

The widespread proliferation of sensor nodes in the era of Internet of Things (IoT) coupled with increasing sensor fidelity and data acquisition modality is expected to generate 3+…

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