This is the official repo of MCNC: Manifold Constrained Reparameterization for Neural Compression (ICLR 2025).
To run our code, simply install torch, tqdm, and timm.
We provide scripts for recreating results of all of our main experiments in the scripts folder. Additional details are provided in the readme under scripts.
To recreate pruning results on Vision Transformer achirectures, see the readme under pruning baselines.