Publications from Imageomics groups (Methods in Ecology and Evolution format)
- Leipzig, J., Bakis, Y., Wang, X., Elhamod, M., Diamond, K., Dahdul, W., Karpatne, A., Maga, M., Mabee, P., Bart, H. L., & Greenberg, J. (2021). Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species. In E. Garoufallou & M.-A. Ovalle-Perandones (Eds.), Metadata and Semantic Research (pp. 3–12). Springer International Publishing. https://doi.org/10.1007/978-3-030-71903-6_1
- Diamond, K. M., Rolfe, S. M., Kwon, R. Y., & Maga, A. M. (2022). Computational anatomy and geometric shape analysis enables analysis of complex craniofacial phenotypes in zebrafish. Biology Open, 11(2), bio058948. https://doi.org/10.1242/bio.058948
- Elhamod, M., Diamond, K. M., Maga, A. M., Bakis, Y., Bart Jr., H. L., Mabee, P., Dahdul, W., Leipzig, J., Greenberg, J., Avants, B., & Karpatne, A. (2022). Hierarchy-guided neural network for species classification. Methods in Ecology and Evolution, 13(3), 642–652. https://doi.org/10.1111/2041-210X.13768
- Song, C. H., Kil, J., Pan, T.-Y., Sadler, B. M., Chao, W.-L., & Su, Y. (2022). One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones. arXiv [cs.AI]. Retrieved from http://arxiv.org/abs/2202.07028