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  • 👋 Hi, I’m @GuoshenLi
  • 👀 I’m interested in machine learning, deep learning, especially recommendation, ads and search.

GuoshenLi's Projects

graphsleepnet icon graphsleepnet

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

hasc icon hasc

A Hierarchical Attention Model for Social Contextual Image Recommendation, TKDE2019

kamp-net icon kamp-net

Deep learning for mortality prediction from low-dose CT images

lacnn icon lacnn

Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接

mb-dcnn icon mb-dcnn

[TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

pranet icon pranet

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral)

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

recsys icon recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

reseg icon reseg

A Recurrent Neural Network for Object Segmentation

saliency-sampler icon saliency-sampler

The saliency-based is a distortion layer for convolutional neural networks that helps to improve the spatial sampling of input data for a given task.

sr-san icon sr-san

Implementation for the paper entitled "Session-based Recommendation with Self-Attention Networks"

src-mt icon src-mt

[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

tencent2020_rank1st icon tencent2020_rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

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