gvalvano

adversarial-test-time-training

Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts", Valvano et al., ArXiv

book_code

This project contains the code for the OUP book Data Science & Complex Networks

Brain-Segmentation

GANs

Code for several GAN variants in TensorFlow 2

multiscale-adversarial-attention-gates

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

multiscale-pyag

Code for the paper: Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning, G. Valvano et al, DART 2021

sdnet

Spatial Decomposition Network - TensorFlow

sdtnet

Spatial Decomposition and Transformation Network - TensorFlow

telegram-notification

Send Telegram notification from bash or python.

unet_crf_as_rnn

UNet with CRF-as-RNN layer

gvalvano/multiscale-adversarial-attention-gates

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

gvalvano/sdtnet

Spatial Decomposition and Transformation Network - TensorFlow

gvalvano/telegram-notification

Send Telegram notification from bash or python.

gvalvano/adversarial-test-time-training

Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts", Valvano et al., ArXiv

gvalvano/sdnet

Spatial Decomposition Network - TensorFlow

gvalvano/multiscale-pyag

Code for the paper: Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning, G. Valvano et al, DART 2021

gvalvano/unet_crf_as_rnn

UNet with CRF-as-RNN layer

gvalvano/GANs

Code for several GAN variants in TensorFlow 2

gvalvano/book_code

This project contains the code for the OUP book Data Science & Complex Networks

gvalvano/Brain-Segmentation

gvalvano/cocohelper

Alternative and extension of pycocotools for common operation needed in industrial environments

gvalvano/idas

TensorFlow-based library for image processing

gvalvano/mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

gvalvano/wss-multiscale-adversarial-attention-gates

Code for the paper: "Weakly Supervised Segmentation with Multi-scale Adversarial Attention Gates"