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Shengjia Zhang's Projects

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

dhash icon dhash

Comparing images with dHash algorithm.

distiller icon distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dsan icon dsan

Adapt DSAN to covid CT classification in UDA task.

eigendamage icon eigendamage

Official implementation of the ICML'19 paper "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis".

enas icon enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas-pytorch icon enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

gvb icon gvb

Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)

mean-teacher icon mean-teacher

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

nasbench icon nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

net_pruning icon net_pruning

Apply network pruning to classification(Unet/Unet++)&segmentation(DenseNet) task on Database.

pbmoma icon pbmoma

A C++ source code implementation of motion magnification based on the paper: Phase Based Video Motion Processing by Neal Wadhwa, Michael Rubinstein, Frédo Durand, William T. Freeman, ACM Transactions on Graphics, Volume 32, Number 4 (Proc. SIGGRAPH), 2013. project.

pc-darts icon pc-darts

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

san icon san

Exploring Self-attention for Image Recognition, CVPR2020.

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