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Qu Lei's Projects

layoutnet icon layoutnet

Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"

learning-via-translation icon learning-via-translation

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018

learningtocompare_zsl icon learningtocompare_zsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

libcli icon libcli

Libcli provides a shared library for including a Cisco-like command-line interface into other software. It's a telnet interface which supports command-line editing, history, authentication and callbacks for a user-definable function tree.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

liteflownet icon liteflownet

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight)

locnet icon locnet

LocNet: Improving Localization Accuracy for Object Detection

lopq icon lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

lpo icon lpo

Implementation of the CVPR 2015 paper: Learning to propose objects

machinelearning icon machinelearning

supervised and unsupervised algorithms from Andrew Ng's machine learning class

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml_rl icon maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

marrrevisited icon marrrevisited

Marr Revisited: 2D-3D Alignment via Surface Normal Prediction

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mattnet icon mattnet

MAttNet: Modular Attention Network for Referring Expression Comprehension

mc-gan icon mc-gan

Multi-Content GAN for Few-Shot Font Style Transfer at CVPR 2018

mcg icon mcg

Multiscale Combinatorial Grouping - Object Proposals and Segmentation

mdnet icon mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

mdp_tracking icon mdp_tracking

Learning to Track: Online Multi-Object Tracking by Decision Making

mean-teacher icon mean-teacher

A state-of-the-art semi-supervised method for image recognition

megadepth icon megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

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