Felix A. Wichmann
8 papers · 2006–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (16) π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (11)
π
Conference Polyglot
(2)
π
Academic Marathon
(16)
π
Interdisciplinary Bridge
π
Keyword Trendsetter Combo
(4)
π
Keyword Champion
π₯
Unstoppable
(5)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (6)
ICLR (2)
Top co-authors
Keywords
convolutional neural network
(2)
vision transformer
(1)
cognitive modeling
(1)
visual saliency
(1)
object recognition
(1)
human perception
(1)
self-supervised learning
(1)
bottom-up attention
(1)
nonparametric learning
(1)
similarity judgement
(1)
metric violation
(1)
euclidean space
(1)
bottom-up visual
(1)
nonparametric model
(1)
human behavior
(1)
visual object recognition
(1)
human visual system
(1)
additive noise
(1)
model comparison
(1)
lifelong learning
(1)
Papers
Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond)
ICLR 2022
Partial success in closing the gap between human and machine vision
NIPS 2021
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
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
ICLR 2019
Generalisation in humans and deep neural networks
NIPS 2018
Inducing Metric Violations in Human Similarity Judgements
NIPS 2006
A Nonparametric Approach to Bottom-Up Visual Saliency
NIPS 2006