Pinned Repositories
DCCS
Official PyTorch implementation for ECCV'20 paper: Deep Image Clustering with Category-Style Representation
PHiSeg-code
Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
PICA
Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation
PlotNeuralNet
Latex code for making neural networks diagrams
PMMs
Prototype Mixture Models for Few-shot Semantic Segmentation
Probabilistic-Unet-Pytorch
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
semseg
Semantic Segmentation in Pytorch
smile-mi-estimator
PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
ETS-Research-Repositories's Repositories
ETS-Research-Repositories/DCCS
Official PyTorch implementation for ECCV'20 paper: Deep Image Clustering with Category-Style Representation
ETS-Research-Repositories/Learn_Noisy_Labels_Medical_Images
[NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
ETS-Research-Repositories/PHiSeg-code
Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
ETS-Research-Repositories/PICA
Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation
ETS-Research-Repositories/PlotNeuralNet
Latex code for making neural networks diagrams
ETS-Research-Repositories/PMMs
Prototype Mixture Models for Few-shot Semantic Segmentation
ETS-Research-Repositories/Probabilistic-Unet-Pytorch
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
ETS-Research-Repositories/PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
ETS-Research-Repositories/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
ETS-Research-Repositories/semseg
Semantic Segmentation in Pytorch
ETS-Research-Repositories/smile-mi-estimator
PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
ETS-Research-Repositories/submitit
Python 3.6+ toolbox for submitting jobs to Slurm
ETS-Research-Repositories/SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
ETS-Research-Repositories/ummkd
[TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
ETS-Research-Repositories/3D-SkipDenseSeg
ETS-Research-Repositories/AET
Auto-Encoding Transformations (AETv1), CVPR 2019
ETS-Research-Repositories/clusterGAN
Pytorch Implementation of ClusterGAN (arXiv:1809.03627)
ETS-Research-Repositories/Config-Parser-battery
ETS-Research-Repositories/CRST
Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
ETS-Research-Repositories/demi_mi_estimator
PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"
ETS-Research-Repositories/detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
ETS-Research-Repositories/EfficientFormer
ETS-Research-Repositories/ESPNetv2
A light-weight, power efficient, and general purpose convolutional neural network
ETS-Research-Repositories/MONAI
AI Toolkit for Healthcare Imaging
ETS-Research-Repositories/nilearn
Machine learning for NeuroImaging in Python
ETS-Research-Repositories/OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
ETS-Research-Repositories/PCL
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
ETS-Research-Repositories/torchio
Tools for loading, augmenting and writing 3D medical images on PyTorch.
ETS-Research-Repositories/U-HVED
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
ETS-Research-Repositories/ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)