/today-is-wednesday

Real scientists make their own data

  1. https://seanjtaylor.com/2013/01/26/real-scientists-make-their-own-data.html

My two key articles:

  1. Gamper, Jevgenij, et al. "Pannuke: an open pan-cancer histology dataset for nuclei instance segmentation and classification." European congress on digital pathology. Springer, Cham, 2019.
  2. Gamper, Jevgenij, and Nasir Rajpoot. "Multiple instance captioning: Learning representations from histopathology textbooks and articles." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021.

Making your own data examples

  1. Deng, Jia, et al. "Imagenet: A large-scale hierarchical image database." 2009 IEEE conference on computer vision and pattern recognition. Ieee, 2009.
  2. Zhang, Yi, et al. "Unveiling Transformers with LEGO: a synthetic reasoning task." arXiv preprint arXiv:2206.04301 (2022).
  3. https://scholar.google.com/citations?hl=en&user=czyretsAAAAJ&view_op=list_works&sortby=pubdate
  4. Jiang, Yiding, et al. "Methods and analysis of the first competition in predicting generalization of deep learning." NeurIPS 2020 Competition and Demonstration Track. PMLR, 2021.