Alternatives and similar repositories for DatasetCondensation

Users that are interested in DatasetCondensation are comparing it to the libraries listed below

• GeorgeCazenavette / mtt-distillation
  Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
  ☆425Updated last year
• PatrickZH / DeepCore
  Code for coreset selection methods
  ☆236Updated 2 years ago
• yuanli2333 / CKA-Centered-Kernel-Alignment
  Reproduce CKA: Similarity of Neural Network Representations Revisited
  ☆305Updated 5 years ago
• snu-mllab / Efficient-Dataset-Condensation
  Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)
  ☆113Updated last year
• ssnl / dataset-distillation
  Open-source code for paper "Dataset Distillation"
  ☆810Updated 3 weeks ago
• PatrickZH / Awesome-Coreset-Selection
  Awesome coreset/core-set/subset/sample selection works.
  ☆178Updated last year
• SonyResearch / COALA
  COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24
  ☆119Updated 8 months ago
• ryanchankh / cifar100coarse
  Build PyTorch CIFAR100 using coarse labels
  ☆39Updated 5 years ago
• YuejiangLIU / awesome-source-free-test-time-adaptation
  Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
  ☆506Updated last year
• Guang000 / Awesome-Dataset-Distillation
  A curated list of awesome papers on dataset distillation and related applications.
  ☆1,716Updated last week
• justincui03 / dc_benchmark
  ☆86Updated 2 years ago
• jayroxis / CKA-similarity
  An Numpy and PyTorch Implementation of CKA-similarity with CUDA support
  ☆91Updated 4 years ago
• EnnengYang / Awesome-Forgetting-in-Deep-Learning
  A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
  ☆309Updated last week
• sahagobinda / GPM
  Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"
  ☆93Updated 4 years ago
• zju-vipa / Fast-Datafree
  [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation
  ☆71Updated 2 years ago
• danielchyeh / ImageNet-100-Pytorch
  (Pytorch) Training ResNets on ImageNet-100 data
  ☆62Updated 3 years ago
• Yanqing0327 / DREAM
  Efficient Dataset Distillation by Representative Matching
  ☆112Updated last year
• NVlabs / DeepInversion
  Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
  ☆505Updated 2 years ago
• AntixK / PyTorch-Model-Compare
  Compare neural networks by their feature similarity
  ☆365Updated 2 years ago
• kaiwang960112 / CAFE
  This is a method of dataset condensation, and it has been accepted by CVPR-2022.
  ☆70Updated last year
• chenyaofo / pytorch-cifar-models
  Pretrained models on CIFAR10/100 in PyTorch
  ☆359Updated 2 months ago
• SonyResearch / MECTA
  Memory-Economic Continual Test-Time Model Adaptation
  ☆32Updated last year
• tim-learn / awesome-test-time-adaptation
  Collection of awesome test-time (domain/batch/instance) adaptation methods
  ☆1,030Updated 2 weeks ago
• Mattdl / CLsurvey
  Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …
  ☆202Updated 4 years ago
• nblt / TWA
  [ICLR 2023] Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions
  ☆27Updated 5 months ago
• p3i0t / SimCLR-CIFAR10
  Pytorch SimCLR on CIFAR10 (92.85% test accuracy)
  ☆57Updated 5 years ago
• google-research / l2p
  Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …
  ☆449Updated 11 months ago
• MachineLearning2020 / Homework3-PACS
  ☆35Updated 5 years ago
• liyxi / mnist-m
  The MNIST-M dataset for domain adaptation (PyTorch).
  ☆39Updated 4 years ago
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆98Updated 3 years ago