EricHe98 / Teacher-Student-Training
This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
☆46Updated 5 years ago
Alternatives and similar repositories for Teacher-Student-Training:
Users that are interested in Teacher-Student-Training are comparing it to the libraries listed below
- PyTorch implementation of "SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE" [WIP]☆37Updated 7 years ago
- Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN☆29Updated 7 years ago
- Implementation from the paper Attention Augmented Convolutional Networks in Tensorflow (https://arxiv.org/pdf/1904.09925v1.pdf)☆46Updated 5 years ago
- Implementing MixNet: Mixed Depthwise Convolutional Kernels using Pytorch☆62Updated 4 years ago
- Meta-SGD Algorithms Implementation☆22Updated 6 months ago
- ☆49Updated 5 years ago
- A Pytorch implementation of https://arxiv.org/abs/1810.12348.☆36Updated 5 years ago
- Unsupervised Data Augmentation experiments in PyTorch☆59Updated 5 years ago
- Zero-Shot Knowledge Distillation in Deep Networks in ICML2019☆48Updated 5 years ago
- PyTorch Implementation of 'Deep Networks with Stochastic Depth'☆28Updated 6 years ago
- A modified version of Spatial Transformer Networks to attend regions on the input image.☆44Updated last year
- Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018)☆58Updated 3 years ago
- Xuhong Li, Yves Grandvalet, and Franck Davoine. "Explicit Inductive Bias for Transfer Learning with Convolutional Networks." In ICML 2018…☆55Updated 6 years ago
- Code for the paper "Curriculum Dropout", ICCV 2017☆25Updated 6 years ago
- Tools for computing model parameters and FLOPs.☆86Updated 6 years ago
- A PyTorch implementation for Unsupervised Data Augmentation☆23Updated 2 years ago
- Tensorflow Implementation on Paper [ECCV2018]Semi-Supervised Deep Learning with Memory☆47Updated 5 years ago
- Pytorch code for the IEEE TM/ECCV paper "Attend and rectify"☆53Updated 5 years ago
- Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)☆105Updated 5 years ago
- Tensorflow Implementation of ChannelNets (NeurIPS 18)☆76Updated 5 years ago
- ☆17Updated 6 years ago
- Pytorch implementation of "Hallucinating Agnostic Images to Generalize Across Domains"☆11Updated 5 years ago
- tf2.0 implementation of circle loss☆32Updated 4 years ago
- an implementation of mixup☆41Updated 4 years ago
- ☆101Updated 4 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 3 years ago
- Smoothed Dilated Convolutions for Improved Dense Prediction☆74Updated 6 years ago
- 97.39% on CIFAR10 with PyTorch☆15Updated 5 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for class imbalance).☆34Updated 5 years ago
- Keras implementation of Octave Convolutions☆53Updated 5 years ago