Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks
Author:
Affiliation:
1. FAU Erlangen-Nürnberg,Germany
2. Fraunhofer IIS,Germany
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10190990/10190992/10191724.pdf?arnumber=10191724
Reference37 articles.
1. CrowdNet
2. ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness;geirhos;2019 Int Conf on Learn Representations (ICLR),2019
3. Adam: A Method for Stochastic Optimization;kingma;Int Conf Learn Represent 2015,2017
4. Scale-Equivariant Steerable Networks;sosnovik;2020 Int Conf Learn Representations (ICLR),2020
5. Understanding when spatial transformer networks do not support invariance, and what to do about it
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1. Can Generalised Divergences Help for Invariant Neural Networks?;Lecture Notes in Computer Science;2023
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