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efficient-3dcnns

PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.

efficient-attention

An implementation of the efficient attention module.

efficient-cifar-series

hyperparameter-optimization

efficient-deep-learning

A bag of tricks to speed up your deep learning process

efficient-pytorch

My best practice of training large dataset using PyTorch.

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

efficient_imagenet_classification

An efficient implementation for ImageNet classification

efficientdnns

Collection of recent methods on DNN compression and acceleration

efficientnas

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

eigendamage-pytorch

Official implementation of the ICML'19 paper "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis".

elastic

PyTorch elastic training

embedding-expansion

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

embeddingdistillation

Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)

enaet

EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

enas-quantized-neural-networks

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

ensemble-one-shot-nas

Automated neural architecture search algorithms implemented in PyTorch and Autogluon toolkit.

epe-nas

epruner

Pytorch implementation of our paper under review -- Non-Parametric Adaptive Network Pruning

epsilonresnet

The implementation of epsilon ResNet

esnac

Learnable Embedding Space for Efficient Neural Architecture Compression

estorch

Evolution Strategy Library

eval-nas

PyTorch Code for "Evaluating the search phase of Neural Architecture Search" @ ICLR 2020

evernote-url2clip

:hammer: Batch-clip multiple web pages from a text file.

everypixelmatters

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

evolving-cnn-topologies-for-image-recognition

Finding CNN topologies using Genetic Algorithms

evonorm

Unofficial PyTorch Implementation of EvoNorm

evonorms_pytorch

Evolving Normalization-Activation Layers

ewc.pytorch

An implementation of EWC with PyTorch