Liu, Yuezhang's repositories
artificial-neural-network
Self-implemented MLP, CNN, Dropout & BN and RNN based on NumPy.
DiffPure
A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.
Language:PythonNOASSERTION000
ddpm-torch
Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)
Language:PythonMIT000
grid-cell-rnn
Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geometry in Neural Representations, 2022)
mathphysics
Various notes and solutions on Math and Physics (and Mathematical Physics)
Language:TeXMIT000
minimal-diffusion
A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)
Language:Python000
Language:PythonMIT000