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t81_558_deep_learning

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

tcga_segmentation

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

tcnn

TCNN Temporal convolutional neural network for real-time speech enhancement in the time domain

template-latex-elsevier-cas-dc

A template repository for quickly setting up papers to be submitted to Elsevier Journals

tensorflow-huge-model-support

This library is designed to speed up huge model training on unified memory.

tensorflow-vdsr

A tensorflow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Networks", CVPR 16'

tex-templates

Various TeX templates, including slides and posters.

textbooks-and-study-material

Some textbooks and reference books I used in my engineering course in Computer Science

the-grand-complete-data-science-materials

thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

transformer

PyTorch Implementation of "Attention Is All You Need"

transformer-explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

transformer-in-computer-vision

A paper list of some recent Transformer-based CV works.

transformer-in-vision

Recent Transformer-based CV and related works.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

transformers-for-natural-language-processing

Transformers for Natural Language Processing, published by Packt

transmil

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

treasure-of-transformers

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

tsfd

Nuclei segmentation and classification (Cancer cells)

tuberculosis-severity

10th place solution to the ImageCLEF Tuberculosis 2019 - Severity Scoring.

tumor-segmentation

This repository contains an implementation of a deep learning algorithm for tumor segmentation from Whole Slide Images of tissue sections.

tutorials

MONAI Tutorials

u-net-for-multi-class-semantic-segmentation

umf_unet

U-net model in Matlab to segment unmyelinated fibers on histological TEM images.

unet

unet for image segmentation

unet-1

CSCI E-89 Deep Learning - Final Project - Image Segmentation

unet-mri

UNet Training for MRI Image Segmentation

unsupervised_anomaly_detection_brain_mri

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

vae-tf2.0

Implementation of Variational Auto-Encoder with TensorFlow 2.0