True Positive Weekly #44

The most important artificial intelligence and machine learning links of the week

Hey, in this issue: model ensembles are faster than you think; how ML is helping us understand animal communication; a multilingual model has outperformed the best bilingual models for the first time; PyTorch implementations of 37 GAN papers; attention mechanisms in computer vision; and more.

• [Google] Model ensembles are faster than you think

• [Facebook] For the first time, a single multilingual model has outperformed the best bilingual models (paper, code)

• [Project] PyTorch implementations of 37 GAN papers

• [Video] How ML is helping us understand animal communication

• [ArXiv] Attention mechanisms in computer vision: a survey (github) plus a Survey of visual transformers

• [Google] MetNet-2: deep learning for 12-hour precipitation forecasting (ArXiv)

• [Project] doubtlab: doubt your data, find bad labels

• Unis are using AI to keep students from cheating and it’s a bit creepy

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Have a nice weekend! See you next week. — Andriy