October 2, 2020

[R] All ODE-based models suffer from vanishing/exploding gradients

In our recently accepted NeurIPS 2020 paper, “Learning Long-term Dependencies in Irregularly-sampled Data” Mathias Lechner and I showed that all ODE-based neural networks regardless of the […]
October 3, 2020

[R] OCR in the Wild: SOTA in Text Detection and Recognition. This post reviews 3 papers: Textsnake [Long et al., 2018], MORAN [Luo et al., 2019], and FOTS [Liu et al., 2018]

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October 3, 2020

[P] Model Dermatology, Build 2020 (Skin Disease Classification and Skin Cancer Detection)

Hello, I released a skin disease diagnosis model of this year (Model Dermatology, build 2020). The developmental histories are described here (https://bbs.modelderm.com/front/classification-of-skin-diseases-with-deep-learning/). The algorithm was trained […]
October 3, 2020

[D] Interview with one of the Core-Devs of Scikit-Learn: Andreas Mueller

Hi All, I've always been unsure (and Edit: Somewhat intimidated) of sharing my interviews here but my share from last week got a very positive response, […]