Matthew Muckley
Matthew Muckley
We should have some parameter that the user can pass that controls the number of threads used for a NUFFT. Presently we discover the number of threads on the system...
We would like to have an implementation of the following paper: [Image Compression with Product Quantized Masked Image Modeling](https://arxiv.org/abs/2212.07372) Alaaeldin El-Nouby, Matthew J. Muckley, Karen Ullrich, Ivan Laptev, Jakob Verbeek,...
Currently [our implementation of FID/256](https://github.com/facebookresearch/NeuralCompression/blob/main/neuralcompression/metrics/_update_patch_fid.py) relies on the `torchmetrics` FID, which includes image interpolation. For images of size 256, this doesn't cause a huge difference, but many standard methods don't...
As seen in this automated test, there is a bug in the FID calculation with scipy 1.11.2: https://github.com/facebookresearch/NeuralCompression/actions/runs/5905240241/job/16018960652 This bug results in a huge imaginary component from the sqrtm operation....
Hello, thanks for publishing this paper and repo. I am curious about reproducing the results in the paper. I applied the Gaussian blur model to the first 1,000 images of...
See comment [here](https://github.com/facebookresearch/fastMRI/issues/343?fbclid=IwZXh0bgNhZW0CMTAAAR1R6TFzlfldCnI0pZs7WANlNRVgSv9bmIh50BQ1e_CteMGOXp9FjCO-amo_aem_XJama4Um6ddw6ew_17KxAg#issuecomment-2419101865). We should update this so that newer versions of PyTorch do not complain. Could also reimplement the inference to use a model zoo.