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damengde's Projects

aloof icon aloof

Pipeline to extract object relations for the project ALOOF (https://project.inria.fr/aloof/)

chinesener icon chinesener

A neural network model for Chinese named entity recognition

coco icon coco

MS COCO API (fork with fix for Python3)

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

mask_rcnn icon mask_rcnn

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

models icon models

Models and examples built with TensorFlow

multi-bioner icon multi-bioner

Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning (Bioinformatics'19)

ssae_sgan_comparison icon ssae_sgan_comparison

Work in conjunction with classmate, Victor Vargas, on breast cancer nuclei detection and performance on MNIST dataset using semi-supervised generative adversarial network in comparison with Xu, Xiang, Liu, Gilmore, Wu, Tang, and Madabhushi's work on a stacked sparse autoencoder from January 2016.

text_gcn icon text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

thymedata icon thymedata

This is a repository for annotation data for the THYME Project, a clinical natural language processing project dedicated to extracting useful temporal relations from the clinical narrative.

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