VICO-UoE / DatasetCondensationLinks
Dataset Condensation (ICLR21 and ICML21)
☆544Updated 2 years ago
Alternatives and similar repositories for DatasetCondensation
Users that are interested in DatasetCondensation are comparing it to the libraries listed below
Sorting:
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆436Updated last year
- Code for coreset selection methods☆254Updated 2 years ago
- Open-source code for paper "Dataset Distillation"☆821Updated 7 months ago
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆311Updated 5 years ago
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆116Updated 2 years ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆349Updated 2 weeks ago
- [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation☆76Updated 3 years ago
- An Numpy and PyTorch Implementation of CKA-similarity with CUDA support☆94Updated 4 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆99Updated 4 years ago
- Awesome coreset/core-set/subset/sample selection works.☆182Updated last year
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆531Updated last year
- PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 wit…☆206Updated 2 years ago
- A curated list of awesome papers on dataset distillation and related applications.☆1,894Updated this week
- COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24☆119Updated last year
- Pretrained models on CIFAR10/100 in PyTorch☆387Updated 8 months ago
- ☆91Updated 3 years ago
- mini-imagenet and tiny-imagent dataset transformation for traditional classification task and also for the format for few-shot learning /…☆29Updated 2 years ago
- ☆51Updated last year
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆72Updated 2 years ago
- pytorch-tiny-imagenet☆190Updated 3 weeks ago
- Memory-Economic Continual Test-Time Model Adaptation☆33Updated 2 years ago
- A curated list of trustworthy deep learning papers. Daily updating...☆381Updated 3 weeks ago
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆205Updated 4 years ago
- (Pytorch) Training ResNets on ImageNet-100 data☆64Updated 3 years ago
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆516Updated 3 years ago
- The MNIST-M dataset for domain adaptation (PyTorch).☆41Updated 5 years ago
- [ICLR 2023] Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions☆27Updated last year
- Efficient Dataset Distillation by Representative Matching☆113Updated last year
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆473Updated last year
- [TPAMI 2023] Low Dimensional Landscape Hypothesis is True: DNNs can be Trained in Tiny Subspaces☆43Updated 3 years ago