Deep Learning

NeRFs

NeRFs.

LLM finetuning & RAG

Finetuning of multiple LLMs using LoRa QLoRa.

CFD

Aerodynamics of cars using CFDs in Deep Learning.

Organ segmentation featured image

Organ segmentation

Organ segmentation in patients with cancer.

Transfer learning from a sparsely annotated dataset of 3D medical images

Transfer learning from a sparsely annotated dataset.

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Gabriel Humpire

Kidney abnormality segmentation in thorax-abdomen CT scans

Transfer learning from a sparsely annotated dataset.

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Gabriel Humpire
The Liver Tumor Segmentation Benchmark (LiTS) featured image

The Liver Tumor Segmentation Benchmark (LiTS)

Automatic detection and segmentation of battery cells of Electric Vehicles.

Patrick Bilic
Analysis of electrical vehicle batteries featured image

Analysis of electrical vehicle batteries

Analysis of electrical vehicle batteries.

Automatic Segmentation of Battery Cells of Electric Vehicles featured image

Automatic Segmentation of Battery Cells of Electric Vehicles

Automatic detection and segmentation of battery cells of Electric Vehicles.

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Gabriel Humpire
Fully Automatic Volume Measurement of the Spleen at CT Using Deep Learning featured image

Fully Automatic Volume Measurement of the Spleen at CT Using Deep Learning

Automatic spleen segmentation using deep learning. This method reaches radiologist performance.

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Gabriel Humpire