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Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Stn Ocr ⭐ 450

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

Efficient Learning of Augmentation Policy Schedules

Cliquenet ⭐ 321

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

Binaryconnect ⭐ 315

Training Deep Neural Networks with binary weights during propagations

Group Normalization Tensorflow ⭐ 205

A TensorFlow implementation of Group Normalization on the task of image classification

Svhnclassifier ⭐ 182

A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

Tripletnet ⭐ 174

Deep metric learning using Triplet network

Svhnclassifier Pytorch ⭐ 145

A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

Deep Learning ⭐ 128

Deep Learning Application Examples

Opencompounddomainadaptation Ocda ⭐ 125

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)

Unsupervised Data Augmentation ⭐ 110

Unofficial PyTorch Implementation of Unsupervised Data Augmentation.

Simplenet ⭐ 83

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

Pytorch Deep Generative Replay ⭐ 77

PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017

Virtual Adversarial Training ⭐ 72

Pytorch implementation of Virtual Adversarial Training

Deep Learning Multipliers ⭐ 57

Training deep neural networks with low precision multiplications

Ali Pytorch ⭐ 41

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Domaintransfernetwork.pytorch ⭐ 39

A pytorch implementation of the Domain Transfer Network (DTN), Unsupervised Cross-Domain Image Generation

Realistic Ssl Evaluation Pytorch ⭐ 38

Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

Cac Openset ⭐ 34

Code for Class Anchor Clustering loss for training a distance-based open set classifier

Captcha Cracking ⭐ 33

Crack number and Chinese captcha with both traditional and deep learning methods, based on Torch and python.

Ali Pytorch ⭐ 27

Adversarially Learned Inference in Pytorch

Amp Regularizer ⭐ 25

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

Pytorch implementation of Deep Reconstruction Classification Networks

Digit Recognition Mnist Svhn Pytorch Cpp ⭐ 20

Implementing CNN for Digit Recognition (MNIST and SVHN dataset) using PyTorch C++ API

Code of "Max-margin Deep Generative Models" (NIPS15)

Svhn Multi Digit Recognition ⭐ 13

A implementation of [Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks](https://arxiv.org/pdf/1312.6082.pdf).

Extra_keras_datasets ⭐ 13

📃🎉 Additional datasets for tensorflow.keras

Fada Pytorch ⭐ 11

PyTorch implementation of https://arxiv.org/abs/1711.02536

Deepdomainadaptation ⭐ 10

Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DANN (domain-adversarial neural network), Deep JDOT (joint distribution optimal transportation)

Deep CNN for multi-digit classification using Tensorflow

Semisupervised Learning With Dcgans ⭐ 9

Using DCGANs to learn useful representations during the adversarial training process and using the learned features to classify images with relatively little training data

Number Recognition using Deep Learning

Deep Hybrid Models ⭐ 8

Deep hybrid models: bridging discriminative and generative approaches https://cs.stanford.edu/~ermon/papers/uai2017_cr.p

Associative Domain Adaptation ⭐ 7

A simple domain adaptation example

Capstone Google Svhn Digits Recognition ⭐ 6

The Project for Udacity Deep Learning

Wasserstein Bigan ⭐ 6

Wasserstein BiGAN (Bidirectional GAN trained using Wasserstein distance)

A series of experiments using convnets and LSTMs to generate text from images

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