Felix A. Wichmann
8 papers · 2006–2022 · 2 venues · across top CS/AI venues
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Achievements
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๐บ๏ธ Taxonomy Completionist (20) ๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Full ๐ Interdisciplinary Bridge ยท Silver ๐ฃ Hot Topic Early Bird
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Keyword Pioneer
๐งฌ
Topic Evolution
๐
Keyword Trendsetter Combo
(6)
๐
Keyword Champion
๐
Trend Setter
๐ฅ
Unstoppable ยท Bronze
๐
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
convolutional neural network
(3)
model comparison
(2)
image classification
(2)
vision transformer
(1)
object recognition
(1)
human perception
(1)
visual saliency
(1)
self-supervised learning
(1)
data augmentation
(1)
bottom-up attention
(1)
nonparametric learning
(1)
similarity judgement
(1)
metric violation
(1)
euclidean space
(1)
nonparametric model
(1)
bottom-up visual
(1)
human behavior
(1)
visual object recognition
(1)
euclidean distance
(1)
object detection
(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
NeurIPS 2021
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency
NeurIPS 2020
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
ICLR 2019
Perceiving the arrow of time in autoregressive motion
NeurIPS 2019
Generalisation in humans and deep neural networks
NeurIPS 2018
A Nonparametric Approach to Bottom-Up Visual Saliency
NeurIPS 2006
Inducing Metric Violations in Human Similarity Judgements
NeurIPS 2006