carrenD

carrenD's Stars

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python21.7k2543.6k3.7k

• Project-MONAI/MONAI

  AI Toolkit for Healthcare Imaging

  Language:Python6k893.1k1.1k

• DeepRegNet/DeepReg

  Medical image registration using deep learning

  Language:Python5731739781

• yulequan/UA-MT

  code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

  Language:Python49052098

• rsummers11/CADLab

  Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

  Language:C++4472935186

• HzFu/COVID19_imaging_AI_paper_list

  COVID-19 imaging-based AI paper collection

  33019693

• liuquande/FedDG-ELCFS

  [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

  Language:Python24881735

• med-air/FedBN

  [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

  Language:Python2313937

• med-air/EndoNeRF

  Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery

  Language:Python20423119

• med-air/3DSAM-adapter

  Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation

  Language:Python17434015

• biomedia-mira/masf

  Domain Generalization via Model-Agnostic Learning of Semantic Features

  Language:Python14671618

• med-air/SurRoL

  [IROS'21] SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning

  Language:Python14241324

• liuquande/SRC-MT

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

  Language:Python1345720

• liuquande/SAML

  [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset

  Language:Python1245624

• jhu-dvrk/sawIntuitiveResearchKit

  cisst/SAW stack for the da Vinci Research Kit (dVRK)

  Language:C++1213712768

• martinzlocha/anchor-optimization

  Anchor optimization for RetinaNet.

  Language:Python11632235

• chaoqichen/HTCN

  Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

  Language:Python11333122

• carrenD/ummkd

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

  Language:Python1104724

• biomedia-mira/istn

  Image-and-Spatial Transformer Networks

  Language:Python10861326

• med-air/HarmoFL

  [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

  Language:Python864515

• dccastro/Morpho-MNIST

  Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)

  Language:Python853212

• FeTS-AI/Front-End

  Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/

  Language:C++8352214

• cherise215/advchain

  [Medical Image Analysis] Adversarial Data Augmentation with Chained Differentiable Transformations (AdvChain)

  Language:Jupyter Notebook58228

• med-air/Contrastive-COVIDNet

  [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification

  Language:Python534617

• ck-kai/SGPA

  [ICCV'21] SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose Estimation

  Language:Python411125

• liuchen11/AdversaryLossLandscape

  On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]

  Language:Python35205

• lunanbit/FedUL

  FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients

  Language:Python33346

• med-air/DEX

  [ICRA 2023] Demonstration-Guided Reinforcement Learning with Efficient Exploration for Task Automation of Surgical Robot

  Language:Python332115

• med-air/FGRM

  [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization

  Language:Python14210

• carrenD/SIFA

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

  Language:Python13204