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In the papers Vol. 4 2021
Architectural Complexity Measures of Recurrent Neural Networks VOGUE: Try-On by StyleGAN Interpolation Optimization ZeRO-Offload: Democratizing Billion-Scale Model Training Applications of Deep Neural Networks A Mathematical Theory of Attention Muppet: Massive Multi-task Representations with Pre-Finetuning PyGlove: Symbolic Programming for Automated Machine Learning Bottleneck Transformers for Visual Recognition LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition A New Screening Method for COVID-19 based on Ocular Feature Recognition by Machine Learning Tools