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Kuang-Jui Hsu's Projects

awesome-torch icon awesome-torch

A curated list of awesome Torch tutorials, projects and communities

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-vdsr icon caffe-vdsr

A Caffe-based implementation of very deep convolution network for image super-resolution

deepco3 icon deepco3

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

dff icon dff

Deep Feature Factorization

dmtk icon dmtk

Microsoft Distributed Machine Learning Toolkit

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

export_fig icon export_fig

A MATLAB toolbox for exporting publication quality figures

lab icon lab

A customisable 3D platform for agent-based AI research

lightnet icon lightnet

deep learning in hundreds of lines of code

lstm-matlab icon lstm-matlab

LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.

matconvnet-calvin icon matconvnet-calvin

Code for several state-of-the-art papers in object detection and semantic segmentation.

mexconv3d icon mexconv3d

Matlab mex implementation of the basic operations for 3D (volume) Convolutional Neural Network

rnn icon rnn

Recurrent Neural Network library for Torch7's nn

twostreamfusion icon twostreamfusion

Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.

wscnntdsaliency icon wscnntdsaliency

[BMVC17] Weakly Supervised Saliency Detection with A Category-Driven Map Generator

wsis_bbtp icon wsis_bbtp

Implementation of NeurIPS 2019 paper "Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior"

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