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researcher

Philip Sperl

22 papers hereh-index 10333 citations27 works total

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

author position
  • first author4
  • middle author14
  • last author4

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

fields
  • cs.CR8
  • cs.LG7
  • cs.SD5
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedDLA: Dense-Layer-Analysis for Adversarial Example Detection

29 citations · 77 across the 22 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 3 cited

R2-AD2: Detecting Anomalies by Analysing the Raw Gradient

Jan-Philipp Schulze, Philip Sperl, Ana Răduţoiu +2

Neural networks follow a gradient-based learning scheme, adapting their mapping parameters by back-propagating the output loss. Samples unlike the ones seen during training cause a…

cs.LG2022★ 4 cited

Visualizing Automatic Speech Recognition -- Means for a Better Understanding?

Karla Markert, Romain Parracone, Mykhailo Kulakov +3

Automatic speech recognition (ASR) is improving ever more at mimicking human speech processing. The functioning of ASR, however, remains to a large extent obfuscated by the complex…

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