Resource collection for the paper "Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods" (SPM 2023).

A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders: A Critical Comparison

Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023

Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"

DeepeR: deep learning enabled Raman spectroscopy

Python bindings for libnest2d

Nest2D is a 2D bin packaging tool for python.

Python wrapper for libnest2d

A solver to find a solution of the 2D rectangle packing problem by simulated annealing (SA) optimization.

Python script to comvert Philips iSyntax files to OME-TIFF

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

A graph-transformer for whole slide image classification

As supporting code for the study "MIST: Multiple Instance Learning Network Based on Swin Transformer for WSI Classification of Colorectal Adenomas".

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

The code for Kernel attention transformer (KAT)

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

NoPdb: Non-interactive Python Debugger

A Python library for deep learning on whole-slide images

Windows File System Proxy - FUSE for Windows

SSHFS For Windows

A network filesystem client to connect to SSH servers