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02/02/2023
Introduction to Arithmetic Coding – Theory and Practice
This introduction to arithmetic coding is divided in two parts. The firs...
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01/24/2023
Differentiable bit-rate estimation for neural-based video codec enhancement
Neural networks (NN) can improve standard video compression by pre- and ...
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01/20/2023
Optimized learned entropy coding parameters for practical neural-based image and video compression
Neural-based image and video codecs are significantly more power-efficie...
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08/08/2022
Boosting neural video codecs by exploiting hierarchical redundancy
In video compression, coding efficiency is improved by reusing pixels fr...
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07/18/2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices
Realizing the potential of neural video codecs on mobile devices is a bi...
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02/27/2021
Transform Network Architectures for Deep Learning based End-to-End Image/Video Coding in Subsampled Color Spaces
Most of the existing deep learning based end-to-end image/video coding (...
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02/04/2021
Progressive Neural Image Compression with Nested Quantization and Latent Ordering
We present PLONQ, a progressive neural image compression scheme which pu...
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12/11/2020
Parallelized Rate-Distortion Optimized Quantization Using Deep Learning
Rate-Distortion Optimized Quantization (RDOQ) has played an important ro...
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11/16/2019