Reproducibility Companion Paper: NIF: A Fast Implicit Image Compression with Bottleneck Layers and Modulated Sinusoidal Activations

摘要

In this companion paper, we reproduce the experiments presented in our work titled ''NIF: A Fast Implicit Image Compression with Bottleneck Layers and Modulated Sinusoidal Activations'' [2], presented at ACM Multimedia 2023. In this study, we present the architecture and the technical details of our implementation and provide instructions to reproduce the main results, the ablation study, the plots and the figures presented in the paper. All the material described in this paper is released on GitHub [3], featuring the full results, a reference software implementation and a generic environment setup that works on any system, even without a GPU.