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Christian Igel
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EC-NAS: Energy consumption aware tabular benchmarks for neural architecture search
P Bakhtiarifard, C Igel, R Selvan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
62024
Building an AI Support Tool for Real-time Ulcerative Colitis Diagnosis
B Leth Møller, BZS Lo, J Burisch, F Bendtsen, I Vind, B Ibragimov, C Igel
arXiv e-prints, arXiv: 2404.08693, 2024
2024
Equity through Access: A Case for Small-scale Deep Learning
R Selvan, B Pepin, C Igel, G Samuel, EB Dam
arXiv preprint arXiv:2403.12562, 2024
2024
Tree Counting by Bridging 3D Point Clouds with Imagery
L Li, T Zhang, Z Jiang, CY Yang, JN Hwang, S Oehmcke, DPJ Gominski, ...
arXiv preprint arXiv:2403.01932, 2024
2024
Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions
M Mugabowindekwe, M Brandt, A Mukuralinda, P Ciais, F Reiner, ...
Communications Earth & Environment 5 (1), 113, 2024
2024
Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR
S Oehmcke, L Li, K Trepekli, JC Revenga, T Nord-Larsen, F Gieseke, ...
Remote Sensing of Environment 302, 113968, 2024
32024
Building an AI Support Tool for Real-Time Ulcerative Colitis Diagnosis
BL Møller, BZS Lo, J Burisch, F Bendtsen, I Vind, B Ibragimov, C Igel
KI-Künstliche Intelligenz, 1-8, 2024
2024
P598 Validating and Enhancing Real-time Disease Severity Classification in Ulcerative Colitis: Artificial Intelligence as a Second Opinion Trigger
BZS Lo, B Møller, C Igel, S Wildt, I Vind, F Bendtsen, J Burisch, I Bulat
Journal of Crohn's and Colitis 18 (Supplement_1), i1163-i1164, 2024
2024
Benchmarking Individual Tree Mapping with Sub-meter Imagery
D Gominski, A Kariryaa, M Brandt, C Igel, S Li, M Mugabowindekwe, ...
arXiv preprint arXiv:2311.07981, 2023
2023
Predicting urban tree cover from incomplete point labels and limited background information
H Zhang, A Kariryaa, VB Guthula, C Igel, S Oehmcke
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in …, 2023
2023
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
P Enevoldsen, C Gundersen, N Lang, S Belongie, C Igel
arXiv preprint arXiv:2311.05006, 2023
12023
Smooth Min-Max Monotonic Networks
C Igel
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, ...
Science Advances 9 (37), eadh4097, 2023
162023
Deep learning tree and forest biomass from sub-meter resolution images
S Li, M Brandt, X Tong, S Oehmcke, C Igel, F Gieseke, T Nord-Larsen, ...
2023
Rwanda’s pathway to net zero empowering smallholder farmers and forest restoration
M Brandt, M Mugabowindekwe, A Mukuralinda, P Ciais, F Reiner, ...
2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI
D Wright, C Igel, G Samuel, R Selvan
arXiv preprint arXiv:2309.02065, 2023
42023
Smooth Monotonic Networks
C Igel
arXiv preprint arXiv:2306.01147, 2023
12023
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
362023
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, 894-909, 2023
82023
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
2023
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