JLrumberger
Computer Vision PhD student @Kainmueller-Lab and @compcancer graduate school, Charité/MDC-Berlin
Pinned Repositories
ark-analysis
Integrated pipeline for multiplexed image analysis
BMVCTemplate
Paper template and author instructions for BMVC
deepcell-tf
Deep Learning Library for Single Cell Analysis
DL-MBL-2021
Exercise repository for the DL@MBL 2021 Course
ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
JLrumberger.github.io
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
lizard_challenge
MambaViT
ViT architecture with Mamba instead of transformer backbone
metric_segmentation
Segmenting EM images of neurons using Deep Metric Learning
ML-Course-WiSe-17-18
Some basic implementations of machine learning algorithms for the Course "Einführung in das Maschinelle Lernen" taught by Dr. Patrick Jähnichen in the winter term 17/18 at Humboldt University Berlin
JLrumberger's Repositories
JLrumberger/MambaViT
ViT architecture with Mamba instead of transformer backbone
JLrumberger/ark-analysis
Integrated pipeline for multiplexed image analysis
JLrumberger/BMVCTemplate
Paper template and author instructions for BMVC
JLrumberger/deepcell-tf
Deep Learning Library for Single Cell Analysis
JLrumberger/DL-MBL-2021
Exercise repository for the DL@MBL 2021 Course
JLrumberger/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
JLrumberger/JLrumberger.github.io
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
JLrumberger/lizard_challenge
JLrumberger/metric_segmentation
Segmenting EM images of neurons using Deep Metric Learning
JLrumberger/ML-Course-WiSe-17-18
Some basic implementations of machine learning algorithms for the Course "Einführung in das Maschinelle Lernen" taught by Dr. Patrick Jähnichen in the winter term 17/18 at Humboldt University Berlin
JLrumberger/MOT_DBH19
Attempt at multi-object tracking and classification for deep berlin hackathon 2019
JLrumberger/Nimbus-Inference
JLrumberger/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
JLrumberger/Residential-Energy-Forecasting
Forecasting energy demand for a single household multiple time steps ahead
JLrumberger/SpatialEmbeddingLoss
Tensorflow implementation of the Loss from 'Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth' by Neven et al.
JLrumberger/Statistical-Programming-Languages-Seminar
Seminar Statistical Programming Languages WS1718
JLrumberger/vision
Datasets, Transforms and Models specific to Computer Vision