Alternatives and similar repositories for PyTorch-Model-Compare:

Users that are interested in PyTorch-Model-Compare are comparing it to the libraries listed below

• yuanli2333 / CKA-Centered-Kernel-Alignment
  Reproduce CKA: Similarity of Neural Network Representations Revisited
  ☆299Updated 4 years ago
• facebookresearch / FFCV-SSL
  FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.
  ☆207Updated last year
• bethgelab / model-vs-human
  Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)
  ☆345Updated last week
• omihub777 / ViT-CIFAR
  PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 wit…
  ☆188Updated last year
• SamsungLabs / ASAM
  Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.
  ☆143Updated 3 years ago
• PatrickZH / Awesome-Coreset-Selection
  Awesome coreset/core-set/subset/sample selection works.
  ☆174Updated 9 months ago
• AndrewAtanov / simclr-pytorch
  PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
  ☆203Updated 11 months ago
• libffcv / ffcv-imagenet
  Train ImageNet *fast* in 500 lines of code with FFCV
  ☆142Updated 11 months ago
• xxxnell / how-do-vits-work
  (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
  ☆814Updated 2 years ago
• SforAiDl / KD_Lib
  A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quan…
  ☆624Updated 2 years ago
• tsb0601 / EMP-SSL
  This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."
  ☆227Updated last year
• SHI-Labs / Compact-Transformers
  Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)
  ☆524Updated 5 months ago
• Reza-Safdari / SimSiam-91.9-top1-acc-on-CIFAR10
  Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.
  ☆73Updated 4 years ago
• samiraabnar / attention_flow
  ☆239Updated 3 years ago
• jayroxis / CKA-similarity
  An Numpy and PyTorch Implementation of CKA-similarity with CUDA support
  ☆90Updated 3 years ago
• facebookresearch / msn
  Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)
  ☆457Updated 2 years ago
• hananshafi / vits-for-small-scale-datasets
  [BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"
  ☆151Updated last year
• kakaobrain / torchlars
  A LARS implementation in PyTorch
  ☆345Updated 5 years ago
• ehuynh1106 / TinyImageNet-Transformers
  Transformers trained on Tiny ImageNet
  ☆54Updated 2 years ago
• ZIYU-DEEP / Awesome-Information-Bottleneck
  This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
  ☆354Updated 11 months ago
• marcellodebernardi / loss-landscapes
  Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
  ☆326Updated last year
• juntang-zhuang / GSAM
  PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)
  ☆143Updated 2 years ago
• sayakpaul / probing-vits
  Probing the representations of Vision Transformers.
  ☆324Updated 2 years ago
• fadel / pytorch_ema
  Tiny PyTorch library for maintaining a moving average of a collection of parameters.
  ☆428Updated 6 months ago
• GeorgeCazenavette / mtt-distillation
  Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
  ☆419Updated 9 months ago
• google-research / sam
  ☆595Updated 6 months ago
• IgorSusmelj / barlowtwins
  Implementation of Barlow Twins paper
  ☆99Updated 2 years ago
• google-research / task_adaptation
  ☆324Updated this week
• hendrycks / imagenet-r
  ImageNet-R(endition) and DeepAugment (ICCV 2021)
  ☆264Updated 3 years ago
• Separius / SimCLRv2-Pytorch
  Pretrained SimCLRv2 models in Pytorch
  ☆105Updated 4 years ago