University of California

by Synced 2021-04-08 5

ContinualAI Releases Avalanche: An End-to-End Library for Continual Learning

A research and development team from ContinualAI, including a large group of researchers from KU Leuven, ByteDance AI Lab, University of California, New York University and other institutions, proposes Avalanche, an End-to-End Library for Continual Learning based on PyTorch.

by Synced 2021-01-27 3

AI Machine Learning & Data Science Research

ZeRO-Offload: Training Multi-Billion Parameter Models on a Single GPU

Researchers from University of California, Merced and Microsoft have introduced ZeRO-Offload, a novel heterogeneous DL training technology that enables training of multi-billion parameter models on a single GPU without any model refactoring.

by Synced 2020-06-24 0

AI Computer Vision & Graphics Machine Learning & Data Science Research

Fourier Feature Mapping Enables MLPs to Learn High-Frequency Functions in Low-Dimensional Domains

Researchers have proposed the use of Fourier feature mapping with MLPs in order to learn high-frequency functions in low-dimensional problem domains.

by Synced 2019-03-11 0

AI United States

UC Cuts Elsevier Subscriptions as ML Community Pushes Open Access

The University of California has halted all further subscriptions with one of the world’s largest scholarly publishers, Amsterdam-based Elsevier. The move follows more than six months of negotiations which failed to reach a substantial agreement on securing universal open access to UC research.