moskomule / distillation.pytorchLinks
Implementation of several knowledge distillation techniques on PyTorch
☆15Updated 6 years ago
Alternatives and similar repositories for distillation.pytorch
Users that are interested in distillation.pytorch are comparing it to the libraries listed below
Sorting:
- Unofficial pytorch implementation of Born-Again Neural Networks.☆55Updated 4 years ago
- Implementing MixNet: Mixed Depthwise Convolutional Kernels using Pytorch☆62Updated 5 years ago
- ☆51Updated 5 years ago
- Role-Wise Data Augmentation for Knowledge Distillation☆19Updated 2 years ago
- an implementation of mixup☆41Updated 4 years ago
- Zero-Shot Knowledge Distillation in Deep Networks in ICML2019☆49Updated 6 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆102Updated 5 years ago
- A Pytorch implementation of https://arxiv.org/abs/1810.12348.☆37Updated 6 years ago
- Cheap distillation for convolutional neural networks.☆33Updated 6 years ago
- PyTorch implementation of shake-drop regularization☆54Updated 5 years ago
- PyTorch implementation of "SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE" [WIP]☆36Updated 8 years ago
- Official repository for Big-Little Net☆58Updated 6 years ago
- Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)☆71Updated 5 years ago
- Source code accompanying our CVPR 2019 paper: "NetTailor: Tuning the architecture, not just the weights."☆53Updated 3 years ago
- Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)☆105Updated 5 years ago
- ☆17Updated 6 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆40Updated 4 years ago
- [ECCV 2018] code for Choose Your Neuron: Incorporating Domain Knowledge Through Neuron Importance☆57Updated 6 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆36Updated 5 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆67Updated 3 years ago
- Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)☆76Updated 6 years ago
- A collection of deep learning models (PyTorch implemtation)☆19Updated 10 months ago
- Differentiable Data Augmentation Library☆123Updated 2 years ago
- Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19☆48Updated 6 years ago
- Code for Active Mixup in 2020 CVPR☆23Updated 3 years ago
- Code for the paper "Training CNNs with Selective Allocation of Channels" (ICML 2019)☆25Updated 6 years ago
- Code for the paper "Curriculum Dropout", ICCV 2017☆26Updated 7 years ago
- A PyTorch implementation for Unsupervised Data Augmentation☆23Updated 2 years ago
- Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.☆28Updated 2 years ago
- Deep Metric Transfer for Label Propagation with Limited Annotated Data☆49Updated 2 years ago