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The Latest and Greatest from Salesforce Research

Salesforce Research at ICLR 2022

Conference Overview This year marks the Tenth International Conference on Learning Representations (ICLR), one of the premier academic conferences dedicated to advancing research in representation learning - a type of machine learning also referred to as feature learning or deep learning. ICLR features the latest advancements in cutting-edge deep learning

25 Apr 2022 • Mia Ferrer #ICLR

MoPro: Webly Supervised Learning with Momentum Prototypes

TL; DR: We propose a new webly-supervised learning method which achieves state-of-the-art representation learning performance by training on large amounts of freely available noisy web images.Deep neural networks are known to be hungry for labeled data. Current state-of-the-art CNNs are trained with supervised learning on datasets such as ImageNet

17 Sep 2020 • Junnan Li #webly supervised learning