Adobe, Inc.

Sanjay Sukumaran

Iftikhar Ahamath Burhanuddin

Gautam Choudhary

Jashn Arora

Munish Gupta

Atharv Tyagi

Priyanshu Yadav

The present disclosure relates to systems, methods, and non-transitory computer-readable media that implements a secure distributed data collaboration architecture for generating synthetic datasets. For example, the disclosed system sends a request to perform a data collaboration with a first dataset of a first local node and a second dataset of a second local node. The disclosed system receives intermediate feature maps from the local nodes that correspond with the datasets and generates a combined feature map. Further, the disclosed system generates a synthetic dataset from the combined feature map by utilizing a central generative model. Moreover, the synthetic dataset generated by the disclosed system is statistically representative of the first dataset and the second dataset.

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Kanhangad, India

Sanjay Sukumaran