Zero-shot SSL clustering (BIOSCAN-5M)

This modified version of the original zero-shot SSL clustering repository (paper) adds the experiments included in the BIOSCAN-5M paper.

@misc{zsc,
    title={An Empirical Study into Clustering of Unseen Datasets with Self-Supervised Encoders},
    author={Scott C. Lowe and Joakim Bruslund Haurum
        and Sageev Oore and Thomas B. Moeslund and Graham W. Taylor
    },
    year={2024},
    eprint={2406.02465},
    archivePrefix={arXiv},
    primaryClass={cs.LG},
    url={https://arxiv.org/abs/2406.02465},
    doi={10.48550/arxiv.2406.02465},
}

@misc{bioscan5m,
    title={{BIOSCAN-5M}: A Multimodal Dataset for Insect Biodiversity},
    author={Zahra Gharaee and Scott C. Lowe and ZeMing Gong and Pablo Millan Arias
        and Nicholas Pellegrino and Austin T. Wang and Joakim Bruslund Haurum
        and Iuliia Zarubiieva and Lila Kari and Dirk Steinke and Graham W. Taylor
        and Paul Fieguth and Angel X. Chang
    },
    year={2024},
    eprint={2406.12723},
    archivePrefix={arXiv},
    primaryClass={cs.LG},
    doi={10.48550/arxiv.2406.12723},
}