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BASELINE • December 2021

Newsletter from Novetta Two years ago we launched Baseline to provide insight into machine learning topics that we found interesting. Since then we have had a large group of authors that have covered a broad range of topics relevant to the Defense and Intelligence Communities. With this anniversary, we reflect […]

BASELINE • November 2021

Newsletter from Novetta Welcome to the November 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: Solving math word problems Training machine learning models on any GPU A hierarchical transformer model that improves efficiency AI […]

BASELINE • October 2021

An ML Newsletter from Novetta Welcome to the October 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: Detecting DeepFakes with emotions OpenAI’s approach to summarizing entire books Facial analysis in the wild using entirely […]

BASELINE • September 2021

An ML Newsletter from Novetta Welcome to the September 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: Generative Spoken Language Model (GSLM), an NLP model that doesn’t use text Optimizing Transformers with Hugging Face […]

BASELINE • August 2021

An ML Newsletter from Novetta Welcome to the August 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month is the start of our new AI Ethics feature. Each edition we will be covering a topic in AI Ethics in addition […]

BASELINE • July 2021

An ML Newsletter from Novetta Welcome to the July 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month is the last of two special editions, as we’ve invited each member of our summer ML intern class to contribute an article. […]

BASELINE • June 2021

An ML Newsletter from Novetta Welcome to the June 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month is the first of two special editions, as we’ve invited each member of our summer ML intern class to contribute an article. […]

BASELINE • May 2021

An ML Newsletter from Novetta Welcome to the May 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: A speech recognition system that requires no transcribed audio data for training An open-source method to test […]

BASELINE • April 2021

An ML Newsletter from Novetta Welcome to the April 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: Pre-training of Vision Transformers without natural images Teaching a robot to walk using Reinforcement Learning algorithm trained […]

BASELINE • March 2021

An ML Newsletter from Novetta Welcome to the March 2021 BASELINE, Novetta’s Machine Learning Newsletter, where we share thoughts on important advances in machine learning technologies. This month we cover the following topics: OpenAI’s discovery of multimodal neurons in artificial neural networks Transforming computer vision with Facebook AI’s self-supervised learning […]