Machine Teaching with Generative Models for Human Learning
Doron, Michael, Hussein Mozannar, David Sontag, and Juan C. Caicedo. 2021. “Machine Teaching With Generative Models for Human Learning”. In The International Conference on Machine Learning.
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Weakly Supervised Learning of Single-Cell Feature Embeddings
Caicedo, Juan, Claire McQuin, Allen Goodman, Shantanu Singh, and Anne Carpenter. 2018. “Weakly Supervised Learning of Single-Cell Feature Embeddings”. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 9309-18.
Unbiased single-cell morphology with self-supervised vision transformers
Doron, Michael, Théo Moutakanni, Zitong S. Chen, Nikita Moshkov, Mathilde Caron, Hugo Touvron, Piotr Bojanowski, Wolfgang M. Pernice, and Juan C. Caicedo. 2023. “Unbiased Single-Cell Morphology With Self-Supervised Vision Transformers.”