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tent: fully test-time adaptation by entropy minimization
hello, world! please check back soon for code
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## General | ||
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*.pyc | ||
__pycache__/ | ||
.ropeproject/ | ||
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*.pkl | ||
*.npy | ||
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*.ipynb_checkpoints | ||
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.envrc | ||
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## Project | ||
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*.pth | ||
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/notebooks/*wild.ipynb | ||
/experiments |
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# Tent: Fully Test-Time Adaptation by Entropy Minimization | ||
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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). | ||
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Please check back soon for our reference code in PyTorch! | ||
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## Correspondence | ||
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Please contact Dequan Wang and Evan Shelhamer at dqwang AT cs.berkeley.edu and shelhamer AT google.com. | ||
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## Citation | ||
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If our fully test-time adaptation setting or tent method are helpful in your research, please cite the paper | ||
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``` | ||
Tent: Fully-Test Time Adaptation by Entropy Minimization. | ||
Dequan Wang*, Evan Shelhamer*, Shaoteng Liu, Bruno Olshausen, and Trevor Darrell. | ||
ICLR 2021. | ||
``` | ||
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with bibtex | ||
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``` | ||
@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} | ||
} | ||
``` |