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Name: Qi Dou
Type: User
Company: Assistant Professor @ CUHK CSE
Bio: Medical Image Analysis, Machine Learning, Surgical Data Science, Robotics.
Location: Hong Kong
Name: Qi Dou
Type: User
Company: Assistant Professor @ CUHK CSE
Bio: Medical Image Analysis, Machine Learning, Surgical Data Science, Robotics.
Location: Hong Kong
A web app for ranking computer science departments according to their research output in selective venues.
All about domain generalization
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
[TMI'18] H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes (LiTS Challenge)
My solutions to Kevin Murphy Machine Learning Book
[NeurIPS'19] Domain Generalization via Model-Agnostic Learning of Semantic Features
[IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
[MICCAI'19] Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images
[AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation
[TMI'18] Workflow Recognition from Surgical Videos using Recurrent Convolutional Network, winner algorithm at MICCAI'16 M2CAI challenge
An Open Source Machine Learning Framework for Everyone
Implementation of triplet loss in TensorFlow
Everything about Transfer Learning and Domain Adaptation--迁移学习
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
[IJHCS'19] Webthetics: Webpage Aesthetics Quantification with Deep Learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.