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: In High Efficiency Video Coding standard, rate estimation based on context-based adaptive binary arithmetic coding (CABAC) typically achieves high accuracy. However, due to serial data ...
Abstract: Deep-learned variational auto-encoders (VAE) have shown remarkable capabilities for lossy image compression. These neural networks typically employ non-linear convolutional layers for ...
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