Tong Xiao's Projects
Benchmarks for Popular Deep Learning Methods
Self-brewed Caffe: add batch normalization (BN) and multiple GPUs parallel computation.
Solutions of Google Code Jam
Commonly used tools
The Python programming language
Fork of Alex Krizhevsky's cuda-convnet. Adds dropout.
Cuda kernel implementations benchmark
RFC959 FTP server and client
The picture editor by Cysu.
D2Go is a toolkit for efficient deep learning
Database final project.
A temporary repo for homework of database course.
Dense image captioning in Torch
Domain Guided Dropout for Person Re-identification
A deep learning Python module based on Theano.
My dotfiles
Some handy utility libraries and tools for the Caffe deep learning framework.
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
Try to solve TSP with parallel LK algorithm
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets
The homework of network experiment course, including four pieces of codes, i.e., IPv4, IPv6, BGP and TCP.
Code for the CVPR15 paper "Learning from Massive Noisy Labeled Data for Image Classification"
Open source person re-identification library in python
Cross-Platform Lightweight Papers Management Software
Research projects on person re-identification
Cross-Platform Annotation Tool for Person Search Datasets