JULE.torch

Deep representation learner

Implementations of joint unsupervised learning algorithm for deep representations and image clusters using Torch

Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters"

GitHub

289 stars
25 watching
82 forks
Language: MATLAB
last commit: over 5 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
torch/cutorch Provides a CUDA backend for the PyTorch deep learning framework 337
erogol/seg-torch Custom image segmentation implementation using deep learning with Lua and Torch 37
soumith/cvpr2015 An introduction to deep learning for computer vision using the Torch framework 869
torchdr/torchdr A PyTorch-based framework for dimensionality reduction and manifold learning 70
junwei-pan/fasttext_torch An implementation of a text classification algorithm using Torch and the fasttext technique 72
torch/demos Torch7 tutorials and demos providing hands-on experience with the deep learning framework. 355
clementfarabet/ipam-tutorials Hands-on tutorials and code examples for implementing supervised and unsupervised learning algorithms in Lua using the Torch7 deep learning framework. 130
soumith/inception.torch A Torch implementation of a pre-trained neural network architecture used in image recognition tasks 66
jhkim89/pyramidnet A Torch implementation of a novel neural network architecture designed to improve the generalization ability of deep image classification models. 129
jhjin/overfeat-torch An OverFeat image classifier and feature extractor wrapper around Torch7 44
jnhwkim/cbp An implementation of a pooling technique for multimodal neural networks in Torch7 69
koraykv/unsup An unsupervised learning module package that provides various algorithms and modules compatible with the Torch framework. 86
rosejn/torch-datasets A collection of pre-processed machine learning datasets for use with the Torch7 deep learning framework. 37
ne7ermore/torch-light A comprehensive collection of deep learning examples using PyTorch, covering various applications and models. 537
harvardnlp/sent-conv-torch This project provides an implementation of Kim's sentence convolution code using Lua and Torch for text classification. 450