moskomule / distillation.pytorch
Implementation of several knowledge distillation techniques on PyTorch
☆15Updated 5 years ago
Related projects: ⓘ
- A PyTorch implementation for Unsupervised Data Augmentation☆23Updated last year
- ☆49Updated 5 years ago
- Unofficial pytorch implementation of Born-Again Neural Networks.☆52Updated 3 years ago
- Zero-Shot Knowledge Distillation in Deep Networks in ICML2019☆49Updated 5 years ago
- Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)☆70Updated 5 years ago
- ☆17Updated 5 years ago
- an implementation of mixup☆41Updated 4 years ago
- Official repository for Big-Little Net☆58Updated 5 years ago
- DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks https://arxiv.org/abs/1901.09229☆66Updated 3 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 2 years ago
- A Pytorch implementation of https://arxiv.org/abs/1810.12348.☆36Updated 5 years ago
- Implementing MixNet: Mixed Depthwise Convolutional Kernels using Pytorch☆60Updated 4 years ago
- ☆47Updated this week
- [ICCV 2019 oral] Code for Semi-Supervised Learning by Augmented Distribution Alignment☆62Updated 2 years ago
- Classification with PyTorch.☆23Updated 4 years ago
- Unsupervised Domain Adaptation through Self-Supervision☆79Updated 2 years ago
- Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)☆76Updated 5 years ago
- ☆34Updated 6 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆81Updated 10 months ago
- PyTorch implementation of shake-drop regularization☆53Updated 4 years ago
- Deep Metric Transfer for Label Propagation with Limited Annotated Data☆49Updated last year
- Source code accompanying our CVPR 2019 paper: "NetTailor: Tuning the architecture, not just the weights."☆52Updated 3 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆99Updated 4 years ago
- 90%+ with 40 labels. please see the readme for details.☆37Updated 4 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆103Updated 3 years ago
- Tensorflow Implementation on Paper [ECCV2018]Semi-Supervised Deep Learning with Memory☆47Updated 5 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 3 years ago
- Torch implementation of the paper "ShakeDrop regularization" (https://arxiv.org/abs/1802.02375).☆21Updated 6 years ago
- Learning Loss for Active Learning Pytorch Implementation,(reproduction)☆31Updated 4 years ago
- homura is a library for fast prototyping DL research☆104Updated 2 years ago