Deep Learning News #1, Jan 27 2021 @SebastianRaschka
Deep Learning News #1, Jan 27 2021  @SebastianRaschka
Uploaded January 2021 | Updated September 2026, 2 weeks ago
Sebastian's books: sebastianraschka.com/books

Links to the articles and resources mentioned:

"New AI research to help predict COVID-19 resource needs from a series of X-rays"

News article: ai.facebook.com/blog/new-ai-research-to-help-predict-covid-19-resource-needs-from-a-series-of-x-rays (Links to an external site.)
Full paper on arXiv: arxiv.org/abs/2101.04909 (Links to an external site.)

Pre-trained models on GitHub: github.com/facebookresearch/CovidPrognosis (Links to an external site.)

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Search term for X-Ray COVID-19 research:
arxiv.org/search/advanced?advanced=&terms-0-operator=AND&terms-0-term=COVID-19&terms-0-field=title&terms-7-operator=AND&terms-7-term=x-ray&terms-7-field=title&classification-physics_archives=all&classification-include_cross_list=include&date-filter_by=all_dates&date-year=&date-from_date=&date-to_date=&date-date_type=submitted_date&abstracts=show&size=200&order=-announced_date_first (Links to an external site.)

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Learning the language of viral evolution
science.sciencemag.org/content/371/6526/284 (Links to an external site.)

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Human AI
techcrunch.com/2021/01/13/human-ai-nabs-3-2m-seed-to-build-personal-intelligence-platform (Links to an external site.)

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Twitter tweet archive
theverge.com/2021/1/26/22250203/twitter-academic-research-public-tweet-archive-free-access (Links to an external site.)
Apply & Access via developer.twitter.com/en/portal/dashboard (Links to an external site.)

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AI to manage extreme weather events
mcgill.ca/newsroom/channels/news/using-artificial-intelligence-manage-extreme-weather-events-327770 (Links to an external site.)

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Re-labeling ImageNet
arxiv.org/abs/2101.05022 (Links to an external site.)

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How Facebook is using AI to improve photo descriptions for people who are blind or visually impaired
tech.fb.com/how-facebook-is-using-ai-to-improve-photo-descriptions-for-people-who-are-blind-or-visually-impaired
Deep Learning News #1, Jan 27 2021L16.1 Dimensionality ReductionL17.0 Intro to Variational Autoencoders   Lecture OverviewL5.0 Gradient Descent   Lecture Overview13.4.2 Feature Permutation Importance (L13: Feature Selection)L10.0 Regularization Methods for Neural Networks   Lecture OverviewL6.3 Automatic Differentiation in PyTorch   Code ExampleL14.3: Architecture OverviewDeep Learning News #7 Mar 13 2021L4.5 A Fully Connected (Linear) Layer in PyTorchL10.3 Early StoppingL5.5 (Optional) Calculus Refresher II: Gradients
Sebastian Raschka |

Deep Learning News #1, Jan 27 2021

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