wshenx,wei.shen,github

gradientepisodicmemory

Continuum Learning with GEM: Gradient Episodic Memory

hebbiancnn

Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)

hebbianlearning

Pytorch implementation of Bottom-up Deep Learning using the Hebbian Principle (Wadhwa & Madhow)

helit

My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.

igan

A deep learning software that easily generates images with a few brushstrokes (from UC Berkeley and Adobe CTL)

illustrationgan

A simple, clean TensorFlow implementation of Generative Adversarial Networks with a focus on modeling illustrations.

infomax

extract features by maximizing mutual information

:izakaya_lantern: Open Internet for everyone. Lantern is a free application that delivers fast, reliable and secure access to the open Internet for users in censored regions. It uses a variety of techniques to stay unblocked, including domain fronting, p2p, and pluggable transports.

learning-dl

Learning Deep Learning

low-shot-shrink-hallucinate

Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features

maml

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

mapv

地图可视化工具库,canvas,map,visualization

matchingnetworks

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

mdm

A TensorFlow implementation of the Mnemonic Descent Method.

meta-rl

Implementation of Meta-RL A3C algorithm

mine_pytorch

MINE: Mutual Information Neural Estimation in pytorch

minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

misvm

Multiple-Instance Support Vector Machines

mixup

Implementation of the mixup training method

moco

A pytorch reimplement of paper "Momentum Contrast for Unsupervised Visual Representation Learning"

mtcnn_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-face

Using mxnet for face-related algorithm.

net2net.torch

Implementation of http://arxiv.org/abs/1511.05641 that lets one build a larger net starting from a smaller one.

neural-style-tf

TensorFlow implementation of Neural Style

noisy_labels

TRAINING DEEP NEURAL-NETWORKS USING A NOISE ADAPTATION LAYER

normface

NormFace: L2 HyperSphere Embedding for Face Verification, 99.21% on LFW

nri

Neural relational inference for interacting systems - pytorch

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