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Samuel X. LIN Guo's Projects

flame_ros icon flame_ros

ROS bindings for FLaME: Fast Lightweight Mesh Estimation.

flow-gan icon flow-gan

Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.

flownet icon flownet

Modified Version of FlowNet, specifically for adversed environment optical flow

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

fma icon fma

FMA: A Dataset For Music Analysis

fuel icon fuel

A data pipeline framework for machine learning

fusenet icon fusenet

This repository is the official release of the code for the following paper "FuseNet: Incorporating Depth into Semantic Segmentation via Fusion-based CNN Architecture" which is published at the 13th Asian Conference on Computer Vision (ACCV 2016).

ga3c icon ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gabor-convolutional-networks icon gabor-convolutional-networks

@article{GaborCNNs, title={Gabor Convolutional Networks}, author={Luan, Shangzhen and chen, chen and Zhang, Baochang* and han, jungong and Liu, Jianzhuang}, year={2018}, IEEE Trans. Image processing. }

gae icon gae

Implementation of Graph Auto-Encoders in TensorFlow

gans icon gans

a brief survey and implementations of generative adversarial nets(in progress)

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn-1 icon gcn-1

Graph Convolutional Neural Networks for Theano

gcn-pytorch icon gcn-pytorch

Pytorch Implementation of Graph Convolutional Neural Networks

gcn-spp icon gcn-spp

Course Project in IE532: Analysis of Network Data in 2017 Fall, UIUC.

gcn_ner icon gcn_ner

Graph Convolutional neural network named entity recognition

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