yuanli2333 / CKA-Centered-Kernel-Alignment
Reproduce CKA: Similarity of Neural Network Representations Revisited
☆298Updated 4 years ago
Alternatives and similar repositories for CKA-Centered-Kernel-Alignment:
Users that are interested in CKA-Centered-Kernel-Alignment are comparing it to the libraries listed below
- An Numpy and PyTorch Implementation of CKA-similarity with CUDA support☆91Updated 3 years ago
- Compare neural networks by their feature similarity☆354Updated last year
- PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 wit…☆181Updated last year
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆262Updated 3 years ago
- Code for paper "Orthogonal Convolutional Neural Networks".☆116Updated 3 years ago
- Transformers trained on Tiny ImageNet☆53Updated 2 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆88Updated 3 years ago
- pytorch-tiny-imagenet☆172Updated last year
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆73Updated 4 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆163Updated 2 years ago
- ☆223Updated 7 months ago
- (Pytorch) Training ResNets on ImageNet-100 data☆56Updated 3 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆341Updated 7 months ago
- The MNIST-M dataset for domain adaptation (PyTorch).☆37Updated 4 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆202Updated 10 months ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆131Updated 2 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆434Updated 4 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆93Updated 2 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017☆155Updated 2 years ago
- ☆35Updated 2 years ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆125Updated 5 years ago
- Code for the paper "Calibrating Deep Neural Networks using Focal Loss"☆160Updated last year
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆122Updated 2 years ago
- Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch☆321Updated last year
- Overcoming catastrophic forgetting with hard attention to the task☆213Updated 6 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆119Updated 3 years ago
- [TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training☆129Updated 3 years ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆111Updated last year
- Dataset Condensation (ICLR21 and ICML21)☆502Updated last year