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Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space.
Yu K, Visweswaran S, Batmanghelich K. Yu K, et al. Among authors: batmanghelich k. J Chem Inf Model. 2020 Dec 28;60(12):5647-5657. doi: 10.1021/acs.jcim.0c00681. Epub 2020 Nov 3. J Chem Inf Model. 2020. PMID: 33140969 Free PMC article.
Using Causal Analysis for Conceptual Deep Learning Explanation.
Singla S, Wallace S, Triantafillou S, Batmanghelich K. Singla S, et al. Among authors: batmanghelich k. Med Image Comput Comput Assist Interv. 2021;12903:519-528. doi: 10.1007/978-3-030-87199-4_49. Epub 2021 Sep 21. Med Image Comput Comput Assist Interv. 2021. PMID: 34766174 Free PMC article.
Distilling BlackBox to Interpretable Models for Efficient Transfer Learning.
Ghosh S, Yu K, Batmanghelich K. Ghosh S, et al. Among authors: batmanghelich k. Med Image Comput Comput Assist Interv. 2023 Oct;14221:628-638. doi: 10.1007/978-3-031-43895-0_59. Epub 2023 Oct 1. Med Image Comput Comput Assist Interv. 2023. PMID: 38827244 Free PMC article.
Weakly Supervised Disentanglement by Pairwise Similarities.
Chen J, Batmanghelich K. Chen J, et al. Among authors: batmanghelich k. Proc AAAI Conf Artif Intell. 2020 Feb;34(4):3495-3502. doi: 10.1609/aaai.v34i04.5754. Proc AAAI Conf Artif Intell. 2020. PMID: 32944409 Free PMC article.
47 results