1 code implementation • 29 Feb 2024 • Fatih Kamisli, Fabien Racape, Hyomin Choi
Third, variable rate quantization is used also for the hyper latent.
no code implementations • 10 Jan 2023 • Ezgi Ozyilkan, Mateen Ulhaq, Hyomin Choi, Fabien Racape
As an increasing amount of image and video content will be analyzed by machines, there is demand for a new codec paradigm that is capable of compressing visual input primarily for the purpose of computer vision inference, while secondarily supporting input reconstruction.
no code implementations • 3 Jan 2023 • Hyomin Choi, Fabien Racape, Shahab Hamidi-Rad, Mateen Ulhaq, Simon Feltman
Spatial frequency analysis and transforms serve a central role in most engineered image and video lossy codecs, but are rarely employed in neural network (NN)-based approaches.