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Jake Zhao (Junbo)'s Projects

adversarial icon adversarial

Reproducing the results of "Intriguing Properties of Neural Networks" and beyond

arae icon arae

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

batch_cropping-opencv icon batch_cropping-opencv

This package is used to crop a batch of images, specifically for computer vision researches who are preparing their training samples.

c3d icon c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

ccv icon ccv

C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

cdev icon cdev

Cross device prediction for ICDM kaggle competition

clweadv icon clweadv

Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders

cnn-relation-extraction icon cnn-relation-extraction

Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)

crepe icon crepe

Text classification from character-level using convolutional networks

csnet icon csnet

The deep Learning network based on Compressive Sensing

cuda-cnn icon cuda-cnn

CNN accelerated by cuda. Test on mnist and finilly get 99.7%

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

deep-music-autoencoder icon deep-music-autoencoder

The repo involves a Deep Learning method, Stacked Denoising Autoencoder. The repo exploits "paracel", which is a new parallel computing framework

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

diving_problem icon diving_problem

Problem @ 2014 Data Analysis and Statistical Computing Immersion at PKU.

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