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haiminzhang's Projects

lenet-5 icon lenet-5

PyTorch implementation of LeNet-5 with live visualization

meta-learning-lstm icon meta-learning-lstm

This repo contains the source code accompanying a scientific paper with the same name.

mixup icon mixup

Implementation of the mixup training method

mmd-gan icon mmd-gan

Improving MMD-GAN training with repulsive loss function

mobilenetv2.pytorch icon mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

models icon models

Models and examples built with TensorFlow

nas icon nas

Neural architecture search(NAS)

obfuscated-gradients icon obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

pg_curve icon pg_curve

Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.

pidgey icon pidgey

🐦 Quickly annotate data from the comfort of your Jupyter notebook

planetoid icon planetoid

Semi-supervised learning with graph embeddings

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pro-gnn icon pro-gnn

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

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