@article {7071,
	title = {Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning},
	year = {2021},
	url = {https://arxiv.org/abs/2107.09562},
	author = {Timo Milbich and Karsten Roth and Samarth Sinha and Ludwig Schmidt and Marzyeh Ghassemi and Bj{\"o}rn Ommer}
}
@proceedings {7051,
	title = {S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning},
	year = {2021},
	url = {https://arxiv.org/abs/2009.08348},
	author = {Karsten Roth and Timo Milbich and Bj{\"o}rn Ommer and Joseph Paul Cohen and Marzyeh Ghassemi}
}
@proceedings {6934,
	title = {DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning},
	year = {2020},
	url = {https://arxiv.org/abs/2004.13458},
	author = {Timo Milbich and Karsten Roth and Homanga Bharadhwaj and Samarth Sinha and Yoshua Bengio and Bj{\"o}rn Ommer and Joseph Paul Cohen}
}
@conference {6386,
	title = {PADS: Policy-Adapted Sampling for Visual Similarity Learning},
	booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
	volume = {1},
	year = {2020},
	chapter = {1},
	url = {https://arxiv.org/abs/2003.11113},
	author = {Timo Milbich and Karsten Roth and Bj{\"o}rn Ommer}
}
@proceedings {6390,
	title = {Revisiting Training Strategies and Generalization Performance in Deep Metric Learning},
	year = {2020},
	url = {https://arxiv.org/pdf/2002.08473.pdf},
	author = {Karsten Roth and Timo Milbich and Samarth Sinha and Prateek Gupta and Bj{\"o}rn Ommer and Joseph Paul Cohen}
}
@article {6389,
	title = {Sharing Matters for Generalization in Deep Metric Learning},
	journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
	year = {2020},
	doi = {10.1109/TPAMI.2020.3009620},
	url = {https://arxiv.org/abs/2004.05582},
	author = {Timo Milbich and Karsten Roth and Biagio Brattoli and Bj{\"o}rn Ommer}
}
@conference {6321,
	title = {MIC: Mining Interclass Characteristics for Improved Metric Learning},
	booktitle = {Proceedings of the Intl. Conf. on Computer Vision (ICCV)},
	year = {2019},
	author = {Biagio Brattoli and Karsten Roth and Bj{\"o}rn Ommer}
}
