EricHe98 / Teacher-Student-TrainingLinks
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.
☆47Updated 6 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
Sorting:
- Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN☆28Updated 8 years ago
- PyTorch implementation of "SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE" [WIP]☆36Updated 8 years ago
- Implementation from the paper Attention Augmented Convolutional Networks in Tensorflow (https://arxiv.org/pdf/1904.09925v1.pdf)☆45Updated 6 years ago
- ☆51Updated 6 years ago
- ☆100Updated 5 years ago
- Implementing MixNet: Mixed Depthwise Convolutional Kernels using Pytorch☆62Updated 5 years ago
- Code for the paper "Curriculum Dropout", ICCV 2017☆26Updated 7 years ago
- Meta-SGD Algorithms Implementation☆22Updated last year
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Updated 5 years ago
- Pytorch Implementation of Visual Explanations from Deep Networks via Gradient-based Localization☆127Updated 7 years ago
- code for triplet GAN☆31Updated 7 years ago
- Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018)☆59Updated 4 years ago
- A module for making weights initialization easier in pytorch.☆17Updated 7 years ago
- Curriculum Learning - Tensorflow☆40Updated 7 years ago
- A Pytorch implementation of "LegoNet: Efficient Convolutional Neural Networks with Lego Filters" (ICML 2019).☆140Updated 5 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Updated 4 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for class imbalance).☆34Updated 6 years ago
- A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.☆36Updated 7 years ago
- Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857☆59Updated 6 years ago
- Various implementations and experimentation for deep neural network model compression☆24Updated 7 years ago
- Xuhong Li, Yves Grandvalet, and Franck Davoine. "Explicit Inductive Bias for Transfer Learning with Convolutional Networks." In ICML 2018…☆56Updated 7 years ago
- A Pytorch implementation of https://arxiv.org/abs/1810.12348.☆37Updated 6 years ago
- This research is carried out to find the necessity of fully connected (FC) layers in CNN for image classification.☆14Updated 5 years ago
- Code release for paper "A Modulation Module for Multi-task Learning with Applications in Image Retrieval"☆32Updated 7 years ago
- Smoothed Dilated Convolutions for Improved Dense Prediction☆74Updated 7 years ago
- 整理cvpr论文,包括摘要,动机,架构,结果,总结☆27Updated 7 years ago
- an implementation of mixup☆41Updated 5 years ago
- Simple experiment of Apex (A PyTorch Extension)☆47Updated 6 years ago
- ☆37Updated 7 years ago
- Code for https://arxiv.org/abs/1810.04622☆140Updated 6 years ago