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Lin Xu's Projects

3d-r2n2 icon 3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

3dcnn.torch icon 3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

3dmatch-toolbox icon 3dmatch-toolbox

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

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Automatic Differentiation

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

caffe icon caffe

Caffe: a fast open framework for deep learning.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cnn_graph icon cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering, https://arxiv.org/abs/1606.09375

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

dictol icon dictol

DICTOL - A Dictionary Learning Toolbox in Matlab

drmad icon drmad

DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

exemplar_cnn icon exemplar_cnn

Unofficial fork of the Code used in the paper "Discriminative Unsupervised Feature Learning with Convolutional Neural Networks", NIPS 2014

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

igan icon igan

iGAN: Interactive Image Generation via Generative Adversarial Networks

ihog icon ihog

Visualizing Object Detection Features. ICCV 2013.

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