universal model

by Synced 2024-04-18 1

87% ImageNet Accuracy, 3.8ms Latency: Google’s MobileNetV4 Redefines On-Device Mobile Vision

A Google research team unveils the latest iteration of MobileNets: MobileNetV4 (MNv4). This cutting-edge model boasts an impressive 87% ImageNet-1K accuracy, coupled with an astonishingly low Pixel 8 EdgeTPU runtime of merely 3.8ms.

by Synced 2024-01-31 8

AI Machine Learning & Data Science Research

Neural Networks on the Brink of Universal Prediction with DeepMind’s Cutting-Edge Approach

In a new paper Learning Universal Predictors, a Google DeepMind research team proposes the utilization of Universal Turing Machines (UTMs) for generating training data, thereby enhancing meta-learning and enabling trained neural networks capable of mastering universal prediction strategies.

by Synced 2023-03-09 4

AI Machine Learning & Data Science Nature Language Tech Research

Google’s Universal Speech Model Scales Automatic Speech Recognition to 100+ Languages

In the new paper Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages, Google introduces the Universal Speech Model (USM), a scalable self-supervised training framework that extends automatic speech recognition to more than 100 languages.