carrenD

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

Domain-generalization

All about domain generalization

masf

[NeurIPS'19] Domain Generalization via Model-Agnostic Learning of Semantic Features

Medical-Cross-Modality-Domain-Adaptation

[IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

SIFA

[AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

SV-RCNet

[TMI'18] Workflow Recognition from Surgical Videos using Recurrent Convolutional Network, winner algorithm at MICCAI'16 M2CAI challenge

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

ummkd

[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation

Webthetics

[IJHCS'19] Webthetics: Webpage Aesthetics Quantification with Deep Learning

carrenD/Medical-Cross-Modality-Domain-Adaptation

[IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)

carrenD/ummkd

[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation

carrenD/Webthetics

[IJHCS'19] Webthetics: Webpage Aesthetics Quantification with Deep Learning

carrenD/SIFA

[AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

carrenD/masf

[NeurIPS'19] Domain Generalization via Model-Agnostic Learning of Semantic Features

carrenD/Domain-generalization

All about domain generalization

carrenD/Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

carrenD/SV-RCNet

[TMI'18] Workflow Recognition from Surgical Videos using Recurrent Convolutional Network, winner algorithm at MICCAI'16 M2CAI challenge

carrenD/transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

carrenD/CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

carrenD/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

carrenD/H-DenseUNet

[TMI'18] H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes (LiTS Challenge)

carrenD/Machine-Learning-A-Probabilistic-Perspective-Solutions

My solutions to Kevin Murphy Machine Learning Book

carrenD/MultiMix

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images

carrenD/examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

carrenD/MF-TAPNet

[MICCAI'19] Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video

carrenD/MTRCNet-CL

carrenD/tensorflow

An Open Source Machine Learning Framework for Everyone

carrenD/tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow