ssnl / dataset-distillation
Open-source code for paper "Dataset Distillation"
☆796Updated 2 weeks ago
Alternatives and similar repositories for dataset-distillation:
Users that are interested in dataset-distillation are comparing it to the libraries listed below
- Dataset Condensation (ICLR21 and ICML21)☆507Updated last year
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆419Updated 9 months ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆488Updated last year
- Wide Residual Networks (WideResNets) in PyTorch☆337Updated 3 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆295Updated last year
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆985Updated 3 weeks ago
- mixup: Beyond Empirical Risk Minimization☆1,177Updated 3 years ago
- A curated list of long-tailed recognition resources.☆584Updated last year
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆499Updated 2 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆665Updated 3 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆635Updated 2 years ago
- Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"☆644Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆587Updated 2 years ago
- ☆324Updated 3 weeks ago
- Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch☆467Updated 5 years ago
- A Survey☆555Updated 2 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆396Updated 3 years ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,065Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,971Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆773Updated last year
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆583Updated 2 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆269Updated 6 years ago
- Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".☆345Updated 5 years ago
- ☆409Updated 3 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆442Updated 4 years ago
- NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels☆503Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆965Updated 3 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆538Updated 8 months ago
- ☆174Updated 8 months ago