Pinned Repositories
ICASSP-2024-Paper
Repository for scripts used to generate figures for ICASSP conference. Code for paper that is looking to get published.
PyTorch-CKA
PyTorch implementation of CKA for comparison of Convolutional Neural Networks and Vision Transformers. Used to plot the learning dynamics of different architectures.
PyTorch-Mean-Attention-Distance
PyTorch implementation of mean attention distance for analyzing vision transformers. Used to understand whether different encoder blocks are attending locally or globally inside of an image.
PyTorch-SVCCA
PyTorch implementation of SVCCA for visualization of layer similarity in convolutional neural networks (CNNs) and Vision Transformers (ViTs).
Ktuzinowski's Repositories
Ktuzinowski/ICASSP-2024-Paper
Repository for scripts used to generate figures for ICASSP conference. Code for paper that is looking to get published.
Ktuzinowski/PyTorch-CKA
PyTorch implementation of CKA for comparison of Convolutional Neural Networks and Vision Transformers. Used to plot the learning dynamics of different architectures.
Ktuzinowski/PyTorch-Mean-Attention-Distance
PyTorch implementation of mean attention distance for analyzing vision transformers. Used to understand whether different encoder blocks are attending locally or globally inside of an image.
Ktuzinowski/PyTorch-SVCCA
PyTorch implementation of SVCCA for visualization of layer similarity in convolutional neural networks (CNNs) and Vision Transformers (ViTs).