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06/10/2022
PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework
Generative model based image lossless compression algorithms have seen a...
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04/05/2022
Split Hierarchical Variational Compression
Variational autoencoders (VAEs) have witnessed great success in performi...
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01/13/2022
Parallel Neural Local Lossless Compression
The recently proposed Neural Local Lossless Compression (NeLLoC), which ...
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11/01/2021
iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder
It was estimated that the world produced 59 ZB (5.9 × 10^13 GB) of data ...
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08/07/2021
NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models
Fine-tuning from pre-trained ImageNet models has been a simple, effectiv...
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03/30/2021
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression
It is nontrivial to store rapidly growing big data nowadays, which deman...
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11/04/2019
AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results
This paper reviews the AIM 2019 challenge on constrained example-based s...
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06/06/2018
Online Makespan Minimization: The Power of Restart
We consider the online makespan minimization problem on identical machin...
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02/12/2018