Training deep learning models with minimal data remains a challenging yet exciting field. By leveraging techniques such as data augmentation, transfer learning, and synthetic data generation, it ...

Apple has published report detailing how its new AI models were trained, optimized, and evaluated. Here are a few interesting ...

Deci's proprietary Automated Neural Architecture Construction (AutoNAC) technology is used to develop so-called DeciNets.DeciNets are pre-trained models that Deci claims outperform known state-of ...

Foundation Models as an Evolution: Foundation Models often use Deep Learning techniques but take it a step further by being pre-trained on enormous datasets and designed to be fine-tuned for ...

Oct. 4, 2022 — A new technique enables on-device training of machine-learning models on edge devices like microcontrollers, which have very limited memory. This could allow edge devices to ...

Neural architecture search promises to speed up the process of finding neural network architectures that will yield good models for a given dataset. Topics Spotlight: AI-ready data centers ...