NVlabs / DeepInversion
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
☆495Updated 2 years ago
Alternatives and similar repositories for DeepInversion:
Users that are interested in DeepInversion are comparing it to the libraries listed below
- Open-source code for paper "Dataset Distillation"☆792Updated 2 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254Updated last year
- Tools for generating mini-ImageNet dataset and processing batches☆436Updated 4 years ago
- pytorch-tiny-imagenet☆172Updated last year
- Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning☆231Updated 6 years ago
- ☆320Updated this week
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆395Updated 3 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆586Updated 2 years ago
- [ECCV2020] Knowledge Distillation Meets Self-Supervision☆236Updated 2 years ago
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆418Updated 8 months ago
- Code and pretrained models for paper: Data-Free Adversarial Distillation☆95Updated 2 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆315Updated 5 years ago
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆263Updated 3 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆633Updated 2 years ago
- Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks☆237Updated 4 years ago
- ☆401Updated 2 years ago
- Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)☆417Updated 4 years ago
- A drop-in replacement for CIFAR-10.☆239Updated 4 years ago
- ☆224Updated 8 months ago
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆299Updated 4 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆302Updated 4 years ago
- PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)☆467Updated 2 years ago
- Wide Residual Networks (WideResNets) in PyTorch☆337Updated 3 years ago
- Dataset Condensation (ICLR21 and ICML21)☆504Updated last year
- An unofficial implementation of 《Deep Mutual Learning》 by Pytorch to do classification on cifar100.☆166Updated 4 years ago
- PyTorch Implementation of Adversarial Training for Free!☆244Updated 3 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆587Updated 3 years ago
- A large scale study of Knowledge Distillation.☆219Updated 4 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆487Updated 11 months ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆343Updated 7 months ago