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US Patent 10909728 Learned lossy image compression codec

Patent 10909728 was granted and assigned to Amazon on February, 2021 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
Amazon
Amazon
Current Assignee
Amazon
Amazon
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10909728
Patent Inventor Names
Yash Patel0
R. Manmatha0
Srikar Appalaraju0
Date of Patent
February 2, 2021
Patent Application Number
16400900
Date Filed
May 1, 2019
Patent Citations Received
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US Patent 12118451 Deep convolutional network heterogeneous architecture
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US Patent 11562115 Configurable accelerator framework including a stream switch having a plurality of unidirectional stream links
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US Patent 11675943 Tool to create a reconfigurable interconnect framework
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US Patent 11778213 Activation function design in neural network-based filtering process for video coding
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US Patent 11836608 Convolution acceleration with embedded vector decompression
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US Patent 11880759 Vector quantization decoding hardware unit for real-time dynamic decompression for parameters of neural networks
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US Patent 12073308 Hardware accelerator engine
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US Patent 11461625 Tensor compression
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Patent Primary Examiner
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Ping Y Hsieh
Patent abstract

Techniques for learned lossy image compression are described. A system may perform image compression using an image compression model that includes an encoder to compress an image and a decoder to reconstruct the image. The encoder and the decoder are trained using machine learning techniques. After training, the encoder can encode image data to generate compressed image data and the decoder can decode compressed image data to generate reconstructed image data.

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