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Graphic shows framework of Privacy Preserving Machine Learning

Privacy Preserving Machine Learning: Maintaining confidentiality and preserving trust

An illustration of how the image text contrastive and translation text contrastive tasks work together to help align the space of images, English text and non-English text. On the left side of the illustration, the three domains—Image Domain, English Domain, and Non-English Domain--are segregated. An arrow labeled “Image-Captions training data” points to another depiction of the three domains where the image domain and the English domain intersect but the non-English domain is still separate and shown in gray to show that it’s not significantly affected. A two headed arrow with the label “Image-Text contrastive loss” is drawn between the image and English domains. Towards the bottom of the image, an arrow labeled “Parallel corpus training data” points to another depiction of the three domains where the English domain and the non-English domain intersect but the image domain is separate and shown in gray to indicate that it is not significantly affected. A two-headed arrow with the label “Translated Text Contrastive loss” is drawn between the English and non-English domains. Finally, a third arrow with the label “Resulting Effect” is drawn to the right of the image which points to a depiction of all three domains intersecting.

Turing Bletchley: A Universal Image Language Representation model by Microsoft

ISO and IEC expert group wins another prestigious Technology & Engineering Emmy Award

ISO.orgNov 5, 2021

Microsoft Research shows off AirConstellations for the Ultimate Flexible Workstation

MSPoweruserOct 11, 2021

Microsoft Predicts Weather for Individual Farms

IEEE SpectrumOct 4, 2021

Christian Bird, Brendan Murphy receive the Test of Time Award for ESEC/FSE 2021

ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software EngineeringJul 16, 2021

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