Language is probably humanity's most distinguishing attribute, but we still don't wholly comprehend many of its fundamental properties, for instance, how it...
Researchers at Facebook AI have recently released a new self-supervised learning framework for model selection (SSL-MS) and hyperparameter tuning (SSL-HPT), which provides...
The analysis and refinement of the large-scale deep learning model's performance is a constant challenge that increases in importance with the model’s...
Facebook developers are building an Artificial Intelligence project called 'Learning from Videos', capable of learning from publicly available videos. The project uses...
Advancements in the field of self-supervised learning (SSL) for visual data have shown that training highly complex image representations without manual labels...
Researchers from Facebook have recently introduced a Contrastive Semi-supervised Learning (CSL) approach that synthesizes pseudo-labeling and contrastive losses to improve learned speech...
Facebook AI has built a new architecture for video understanding called TimeSformer. The video architecture is purely based on Transformers. Transformers have become the dominant approach...
Researchers at Facebook and Google introduce a new technique called ‘LazyTensor’ that combines eager execution and domain-specific compilers (DSCs) to employ both...
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