conftrace_

Kristof Meding

3 papers · 2019–2022 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICLR (1)

Top co-authors

Felix A. Wichmann (3) Robert Geirhos (2) Bernhard Schölkopf (1) Luca M. Schulze Buschoff (1) Dominik Janzing (1)

Keywords

causal inference (1) human perception (1) human behavior (1) visual object recognition (1) additive noise (1) model comparison (1) convolutional neural network (1) arrow of time (1) autoregressive motion (1) bayesian ideal observer (1) error consistency (1)

Papers

Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond) ICLR 2022 Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency NIPS 2020 Perceiving the arrow of time in autoregressive motion NIPS 2019