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Songtao Guo

3 papers hereh-index 5165 citations7 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.CV1
  • cs.DS1
  • cs.LG1
same name
  • Songtao Guo — 3 papers, h 9
  • Songtao Guo — 2 papers, h 40
  • Songtao Guo — 2 papers, h 2
  • Songtao Guo — 1 paper, h 4

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

most citedRandom Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge

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

collaborators

3 papers

cs.LG2023★ 1 cited

A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks

Yanjie Li, Bin Xie, Songtao Guo +2

Benefiting from the rapid development of deep learning, 2D and 3D computer vision applications are deployed in many safe-critical systems, such as autopilot and identity authentica…

cs.DS2023★ 3 cited

Erasing-based lossless compression method for streaming floating-point time series

Ruiyuan Li, Zheng Li, Yi Wu +4

There are a prohibitively large number of floating-point time series data generated at an unprecedentedly high rate. An efficient, compact and lossless compression for time series…

cs.CV2017★ 4 cited

Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge

Songtao Guo, Yixin Luo, Yanzhi Song

This manuscript briefly describes an algorithm developed for the ISIC 2017 Skin Lesion Classification Competition. In this task, participants are asked to complete two independent…

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