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Konstantin Kirchheim

2 papers hereh-index 7158 citations19 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAddressing Randomness in Evaluation Protocols for Out-of-Distribution Detection

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2022★ 1 cited

Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2

Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Sayan Mukhopadhaya +1

Landsat-8 (NASA) and Sentinel-2 (ESA) are two prominent multi-spectral imaging satellite projects that provide publicly available data. The multi-spectral imaging sensors of the sa…

cs.LG2022★ 2 cited

Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection

Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier

Deep Neural Networks for classification behave unpredictably when confronted with inputs not stemming from the training distribution. This motivates out-of-distribution detection (…

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