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---
license: cc-by-4.0
datasets:
- imagenet-1k
metrics:
- accuracy
pipeline_tag: image-classification
language:
- en
tags:
- resnet
- convolutional neural network
- simpool
- computer vision
- deep learning
---
# Supervised ResNet-50 model
ResNet-50 official model trained on ImageNet-1k for 100 epochs. Reproduced for ICCV 2023 [SimPool](https://arxiv.org/abs/2309.06891) paper.
SimPool is a simple attention-based pooling method at the end of network, released in this [repository](https://github.com/billpsomas/simpool/).
Disclaimer: This model card is written by the author of SimPool, i.e. [Bill Psomas](http://users.ntua.gr/psomasbill/).
## BibTeX entry and citation info
```
@misc{psomas2023simpool,
title={Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?},
author={Bill Psomas and Ioannis Kakogeorgiou and Konstantinos Karantzalos and Yannis Avrithis},
year={2023},
eprint={2309.06891},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
``` |