TensorFlow Compression (TFC) contains data compression tools for TensorFlow. You can use this library to build your own ML models with end-to-end optimized data compression built in. It's useful to ...

Abstract: The use of whole-slide images (WSIs) in pathology entails stringent storage and transmission requirements because of their huge dimensions. Therefore, image ...

Google's GameNGen model enables real-time interaction with complex game environments like DOOM. Utilizes a neural model to simulate games, replacing traditional coding methods. Achieves over 20 frames ...

100,000,000 9400 9132 TPbyte 4 TurboPFor Byte Transpose/shuffle AVX2 100,000,000 8784 8860 TPbyte 4 TurboPFor Byte Transpose/shuffle SSE ...

In 2022, this series was expanded into a book, edited by Torie Bosch. Read “You Are Not Expected to Understand This”: How 26 Lines of Code Changed the World here. Back in 2009, Facebook launched a ...

This study investigates the robustness of deep learning-based steganalysis models against common image transformations because most literature has not paid enough attention to resilience assessment.

Sony, as one of the biggest and most successful electronics and technology companies in the world, is a household name. That name has, in time, become synonymous with excellence in everything from ...

ABSTRACT: In this paper, we present a novel technique based on a mixed Error Correcting Code(ECC)-the convolutional code and the repetition code to enhance the ...

Built on deep networks, end-to-end optimized image compression has made impressive progress in the past few years. Previous studies usually adopt a compressive auto-encoder, where the encoder part ...