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tent: fully test-time adaptation by entropy minimization
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hello, world! please check back soon for code
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shelhamer committed Mar 18, 2021
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## General

*.pyc
__pycache__/
.ropeproject/

*.pkl
*.npy

*.ipynb_checkpoints

.envrc

## Project

*.pth

/notebooks/*wild.ipynb
/experiments
33 changes: 33 additions & 0 deletions README.md
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# Tent: Fully Test-Time Adaptation by Entropy Minimization

This is the official project repository for [Tent: Fully-Test Time Adaptation by Entropy Minimization](https://openreview.net/forum?id=uXl3bZLkr3c) by
Dequan Wang*, Evan Shelhamer*, Shaoteng Liu, Bruno Olshausen, and Trevor Darrell (ICLR 2021, spotlight).

Please check back soon for our reference code in PyTorch!

## Correspondence

Please contact Dequan Wang and Evan Shelhamer at dqwang AT cs.berkeley.edu and shelhamer AT google.com.

## Citation

If our fully test-time adaptation setting or tent method are helpful in your research, please cite the paper

```
Tent: Fully-Test Time Adaptation by Entropy Minimization.
Dequan Wang*, Evan Shelhamer*, Shaoteng Liu, Bruno Olshausen, and Trevor Darrell.
ICLR 2021.
```

with bibtex

```
@inproceedings{
wang2021tent,
title={Tent: Fully Test-Time Adaptation by Entropy Minimization},
author={Dequan Wang and Evan Shelhamer and Shaoteng Liu and Bruno Olshausen and Trevor Darrell},
booktitle={International Conference on Learning Representations},
year={2021},
url={https://openreview.net/forum?id=uXl3bZLkr3c}
}
```

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