Christian Igel
Cited by
More than one quarter of Africa’s tree cover is found outside areas previously classified as forest
F Reiner, M Brandt, X Tong, D Skole, A Kariryaa, P Ciais, A Davies, ...
Nature Communications 14 (1), 2258, 2023
MultiFin: A Dataset for Multilingual Financial NLP
R Jørgensen, O Brandt, M Hartmann, X Dai, C Igel, D Elliott
Findings of the Association for Computational Linguistics: EACL 2023, 864-879, 2023
Remember to correct the bias when using deep learning for regression!
C Igel, S Oehmcke
KI-Künstliche Intelligenz, 1-8, 2023
Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register
JK Due, MG Pedersen, S Antonsen, J Rommedahl, E Agerbo, ...
Scandinavian Journal of Public Health, 14034948221147096, 2023
Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale
S Li, M Brandt, R Fensholt, A Kariryaa, C Igel, F Gieseke, T Nord-Larsen, ...
PNAS nexus 2 (4), 2023
Sub-continental-scale carbon stocks of individual trees in African drylands
C Tucker, M Brandt, P Hiernaux, A Kariryaa, K Rasmussen, J Small, C Igel, ...
Nature 615 (7950), 80-86, 2023
Towards automatic cartilage quantification in clinical trials–Continuing from the 2019 IWOAI knee segmentation challenge
EB Dam, AD Desai, CM Deniz, HR Rajamohan, R Regatte, C Iriondo, ...
Osteoarthritis Imaging 3 (1), 100087, 2023
The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe
S Liu, M Brandt, T Nord-Larsen, J Chave, F Reiner, N Lang, X Tong, ...
Allometric equations to estimate the dry mass of Sahel woody plants mapped with very-high resolution satellite imagery
P Hiernaux, HBA Issoufou, C Igel, A Kariryaa, M Kourouma, J Chave, ...
Forest Ecology and Management 529, 120653, 2023
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis 84, 102680, 2023
BuildSeg: A General Framework for the Segmentation of Buildings
L Li, T Zhang, S Oehmcke, F Gieseke, C Igel
arXiv preprint arXiv:2301.06190, 2023
U-Sleep: Automatic Clinical Sleep Staging
PJ Jennum, M Perslev, C Igel, S Darkner
Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda
M Mugabowindekwe, M Brandt, J Chave, F Reiner, DL Skole, A Kariryaa, ...
Nature Climate Change 13 (1), 91-97, 2023
LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing
T Zhang, L Li, C Igel, S Oehmcke, F Gieseke, Z Peng
arXiv preprint arXiv:2212.09088, 2022
Mask-FPAN: Semi-supervised Face Parsing in the Wild with De-occlusion and UV GAN
L Li, T Zhang, S Oehmcke, F Gieseke, C Igel
arXiv preprint arXiv:2212.09098, 2022
Are Multilingual Sentiment Models Equally Right for the Right Reasons?
R Jørgensen, F Caccavale, C Igel, A Søgaard
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting …, 2022
Date Recognition in Historical Parish Records
LC Piqueras, C Fierro, JF Lotz, P Rust, J Rommedahl, JK Due, C Igel, ...
Frontiers in Handwriting Recognition: 18th International Conference, ICFHR …, 2022
Deep learning based 3D point cloud regression for estimating forest biomass
S Oehmcke, L Li, JC Revenga, T Nord-Larsen, K Trepekli, F Gieseke, ...
Proceedings of the 30th International Conference on Advances in Geographic …, 2022
Energy Consumption-Aware Tabular Benchmarks for Neural Architecture Search
P Bakhtiarifard, C Igel, R Selvan
arXiv preprint arXiv:2210.06015, 2022
High accuracy in classifying endoscopic severity in ulcerative colitis using convolutional neural network
B Lo, ZY Liu, F Bendtsen, C Igel, I Vind, J Burisch
The American journal of gastroenterology 117 (10), 1648-1654, 2022
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