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lufeng22's Projects

2016-icml-gromov-wasserstein

Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.

abd-net

[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114

acnet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

active-learning-in-facial-recognition

A Pytorch Facenet model improved by Active Learning

adarkroom

A Dark Room - A Minimalist Text Adventure

admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

ai-and-efficiency

Submissions for AI and Efficiency SOTA's

alae

[CVPR2020] Adversarial Latent Autoencoders

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

auto_pruning

auto Iterative pruning based on caffe

autodl-projects

Automated deep learning algorithms implemented in PyTorch.

autogan

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

awesome-emdl

Embedded and mobile deep learning research resources

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

awesome-pruning

A curated list of neural network pruning resources.

caffe

Caffe for Sparse and Low-rank Deep Neural Networks

caffe-1

Caffe: a fast open framework for deep learning.

cats-vs-dogs-classifier-pruned-and-served

Cats vs. dogs convnet classifier training (with model pruning) with Pytorch and serving with Flask and Docker

cellular-automata-pytorch

A reproduction and tweaking of Growing Neural Cellular Automata

cernet-ipv6-hosts

Lightweight IPv6 hosts! Access to Google, YouTube, Facebook, Wikipedia via IPv6 and avoid unnecessary block.

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

cifar-pretrained-models

Pretrained models on CIFAR10/100 in PyTorch

cleanlab

Find label errors in datasets, weak supervision, and learning with noisy labels.

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

cnn_pytorch_adversarial_attack_fashion_mnist

Repository consists of pre-trained CNN model in pytorch, hitting 89% on Fashion MNIST dataset. Adversarial attack was implemented on a given model. Results are below.

co-prune

Codes for accepted paper "Cooperative Pruning in Cross-Domain Deep Neural Network Compression" in IJCAI 2019.

coding-interview-university

A complete computer science study plan to become a software engineer.

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

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