Adobe, Inc.

Nikhil Kapoor

Kuldeep Kulkarni

Sharmila Reddy Nangi

Suryateja Bv

Rushil Gupta

Rajat Jaiswal

Embodiments are disclosed for user-guided variable-rate compression. A method of user-guided variable-rate compression includes receiving a request to compress an image, the request including the image, a corresponding importance data, and a target bitrate, providing the image, the corresponding importance data, and the target bitrate to a compression network, generating, by the compression network, a learned importance map and a representation of the image, and generating, by the compressing network, a compressed representation of the image based on the learned importance map and the representation of the image.

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Ludhiana, India

Nikhil Kapoor