Deep Learning | Gabriel Humpire-Mamanihttps://gabrielhumpire.github.io/tags/deep-learning/Deep LearningHugo Blox Builder (https://hugoblox.com)en-usSat, 26 Jul 2025 00:00:00 +0000https://gabrielhumpire.github.io/media/icon_hu_645fa481986063ef.pngDeep Learninghttps://gabrielhumpire.github.io/tags/deep-learning/CFDhttps://gabrielhumpire.github.io/project/cfd/readme/Sat, 26 Jul 2025 00:00:00 +0000https://gabrielhumpire.github.io/project/cfd/readme/<p>Aerodynamics of cars using CFDs in Deep Learning.</p>LLM finetuning & RAGhttps://gabrielhumpire.github.io/project/llm/Sat, 26 Jul 2025 00:00:00 +0000https://gabrielhumpire.github.io/project/llm/<p>Finetuning of multiple LLMs using LoRa QLoRa.</p>NeRFshttps://gabrielhumpire.github.io/project/nerfs/readme/Sat, 26 Jul 2025 00:00:00 +0000https://gabrielhumpire.github.io/project/nerfs/readme/<p>NeRFs.</p>Organ segmentationhttps://gabrielhumpire.github.io/project/pandas/Thu, 26 Oct 2023 00:00:00 +0000https://gabrielhumpire.github.io/project/pandas/<p>Organ segmentation in patients with cancer.</p>Transfer learning from a sparsely annotated dataset of 3D medical imageshttps://gabrielhumpire.github.io/publication/transfer-learning/Sun, 08 Oct 2023 00:00:00 +0000https://gabrielhumpire.github.io/publication/transfer-learning/Kidney abnormality segmentation in thorax-abdomen CT scanshttps://gabrielhumpire.github.io/publication/2023_kidneyabn/Wed, 06 Sep 2023 00:00:00 +0000https://gabrielhumpire.github.io/publication/2023_kidneyabn/The Liver Tumor Segmentation Benchmark (LiTS)https://gabrielhumpire.github.io/publication/lits/Wed, 01 Feb 2023 00:00:00 +0000https://gabrielhumpire.github.io/publication/lits/Analysis of electrical vehicle batterieshttps://gabrielhumpire.github.io/project/scikit/Thu, 26 Jan 2023 00:00:00 +0000https://gabrielhumpire.github.io/project/scikit/<p>Analysis of electrical vehicle batteries.</p>Automatic Segmentation of Battery Cells of Electric Vehicleshttps://gabrielhumpire.github.io/publication/evbs/Sun, 01 Jan 2023 00:00:00 +0000https://gabrielhumpire.github.io/publication/evbs/Fully Automatic Volume Measurement of the Spleen at CT Using Deep Learninghttps://gabrielhumpire.github.io/publication/spleen/Wed, 22 Jul 2020 00:00:00 +0000https://gabrielhumpire.github.io/publication/spleen/Deep Learning for Localization and Segmentation in Thorax Abdomen CThttps://gabrielhumpire.github.io/publication/phdthesis/Sat, 15 Feb 2020 00:00:00 +0000https://gabrielhumpire.github.io/publication/phdthesis/Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scanshttps://gabrielhumpire.github.io/publication/organlocalization/Thu, 05 Apr 2018 00:00:00 +0000https://gabrielhumpire.github.io/publication/organlocalization/Organ detection in thorax abdomen CT using multi-label convolutional neural networkshttps://gabrielhumpire.github.io/publication/2017_organdet/Fri, 03 Mar 2017 00:00:00 +0000https://gabrielhumpire.github.io/publication/2017_organdet/Organ localizationhttps://gabrielhumpire.github.io/project/pytorch/Wed, 26 Oct 2016 00:00:00 +0000https://gabrielhumpire.github.io/project/pytorch/<p>Organ localization in 2D planes.</p>