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awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

computer-vision-in-action icon computer-vision-in-action

《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(更新中,可以先 star)

cycle-consistent-vae icon cycle-consistent-vae

This repository contains the code for the paper: Disentangling Factors of Variation with Cycle-Consistent Variational Auto-encoders (https://arxiv.org/abs/1804.10469), which was accepted at ECCV 2018.

dali icon dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

dataloaders_dali icon dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

did icon did

This repo is the official implementation of DiD (DIVERSE INSTANCE DISCOVERY: VISION-TRANSFORMER FOR INSTANCE-AWARE MULTI-LABEL IMAGE RECOGNITION).

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fairdarts icon fairdarts

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

geo_prior icon geo_prior

Presence-Only Geographical Priors for Fine-Grained Image Classification - ICCV 2019

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

pdarts icon pdarts

Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

proxylessnas icon proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

pt.darts icon pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

rams-trans icon rams-trans

RAMS-Trans: Recurrent Attention Multi-scale Transformer for Fine-grained Image Recognition

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