Christian Igel

Søgeresultater

• 2024

  Building an AI Support Tool for Real-Time Ulcerative Colitis Diagnosis

  Møller, B. L., Lo, B. Z. S., Burisch, J., Bendtsen, F., Vind, I., Ibragimov, B. & Igel, C., 2024, (E-pub ahead of print) I: KI - Künstliche Intelligenz. 8 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

• Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR

  Oehmcke, S., Li, L., Trepekli, K., Revenga, J. C., Nord-Larsen, T., Gieseke, F. & Igel, C., 2024, I: Remote Sensing of Environment. 302, 21 s., 113968.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  9 Citationer (Scopus)

  57 Downloads (Pure)

• EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search

  Bakhtiarifard, P., Igel, C. & Selvan, R., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, s. 5660-5664 5 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
  5 Downloads (Pure)

• Equity through Access: A Case for Small-scale Deep Learning

  Selvan, R., Pepin, B., Igel, C., Samuel, G. & Dam, E. B., 19 mar. 2024, arxiv.org, 13 s.

  Publikation: Working paper › Preprint › Forskning

  Fil
  13 Downloads (Pure)

• Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks

  Møller, B. L., Igel, C., Wickstrøm, K. K., Sporring, J., Jenssen, R. & Ibragimov, B., 2024, I: Proceedings of Machine Learning Research. 235, s. 36048-36071 24 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil
  1 Downloads (Pure)

• From Coarse to Fine-Grained Open-Set Recognition

  Lang, N., Snæbjarnarson, V., Cole, E., Aodha, O. M., Igel, C. & Belongie, S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society Press, s. 17804-17814 11 s. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

• Modelling Residential Fire Vulnerability of Denmark

  Crump, N., Markussen, B., Oehmcke, S., Igel, C., Skov-Petersen, H. & Karlsson Nyed, P., 2024, (E-pub ahead of print) I: Fire Technology.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

• Smooth Min-Max Monotonic Networks

  Igel, C., 2024, I: Proceedings of Machine Learning Research. 235, s. 20908-20923 16 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

• Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register

  Due, J. K., Pedersen, M. G., Antonsen, S., Rommedahl, J., Agerbo, E., Mortensen, P. B., Sørensen, H. T., Lotz, J. F., Piqueras, L. C., Fierro, C., Karamolegkou, A., Igel, C., Rust, P., Søgaard, A. & Pedersen, C. B., 2024, I: Scandinavian Journal of Public Health. 52, 4, s. 397-538

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  4 Downloads (Pure)

• Trees on smallholder farms and forest restoration are critical for Rwanda to achieve net zero emissions

  Mugabowindekwe, M., Brandt, M., Mukuralinda, A., Ciais, P., Reiner, F., Kariryaa, A., Igel, C., Chave, J., Mertz, O., Hiernaux, P., Tong, X., Rwanyiziri, G., Gominski, D., Li, S., Liu, S., Gasangwa, I., Hategekimana, Y., Ndoli, A., Nduwamungu, J., Saatchi, S. & 1 flere, Fensholt, R., 2024, I: Communications Earth & Environment. 5, 1, 10 s., 113.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  4 Citationer (Scopus)

  17 Downloads (Pure)
• 2023

  Allometric equations to estimate the dry mass of Sahel woody plants mapped with very-high resolution satellite imagery

  Hiernaux, P., Issoufou, H. B. A., Igel, C., Kariryaa, A., Kourouma, M., Chave, J., Mougin, E. & Savadogo, P., 1 feb. 2023, I: Forest Ecology and Management. 529, 13 s., 120653.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  11 Citationer (Scopus)

• BuildSeg: A General Framework for the Segmentation of Buildings

  Li, L., Zhang, T., Oehmcke, S., Gieseke, F. & Igel, C., 15 jan. 2023, arxiv.org, 7 s.

  Publikation: Working paper › Preprint › Forskning

  Åben adgang

  Fil
  4 Downloads (Pure)

• Deep learning enables image-based tree counting, crown segmentation and height prediction at national scale

  Li, S., Brandt, M., Fensholt, R., Kariryaa, A., Igel, C., Gieseke, F., Nord-Larsen, T., Oehmcke, S., Carlsen, A. H., Junttila, S., Tong, X., d’Aspremont, A. & Ciais, P., 2023, I: PNAS Nexus. 2, 4, 16 s., pgad076.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  25 Citationer (Scopus)

  132 Downloads (Pure)

• Familiarity-Based Open-Set Recognition Under Adversarial Attacks

  Enevoldsen∗, P., Gundersen, C., Lang, N., Belongie, S. & Igel, C., 2023, arXiv.org, 5 s.

  Publikation: Working paper › Preprint › Forskning

  Åben adgang

  Fil
  5 Downloads (Pure)

• LR-CSNet: Low-Rank Deep Unfolding Network for Image Compressive Sensing

  Zhang, T., Li, L., Igel, C., Oehmcke, S., Gieseke, F. & Peng, Z., 2023, 2022 IEEE International Conference on Computer and Communications (ICCC), Chengdu, China. IEEE, s. 1951-1957

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Fil
  7 Citationer (Scopus)

  13 Downloads (Pure)

• More than one quarter of Africa's tree cover is found outside areas previously classified as forest

  Reiner, F., Brandt, M., Tong, X., Skole, D., Kariryaa, A., Ciais, P., Davies, A., Hiernaux, P., Chave, J., Mugabowindekwe, M., Igel, C., Oehmcke, S., Gieseke, F., Li, S., Liu, S., Saatchi, S., Boucher, P., Singh, J., Taugourdeau, S., Dendoncker, M. & 4 flere, Song, X-P., Mertz, O., Tucker, C. J. & Fensholt, R., 2023, I: Nature Communications. 14, 10 s., 2258.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  47 Citationer (Scopus)

  53 Downloads (Pure)

• MULTIFIN: A Dataset for Multilingual Financial NLP

  Jørgensen, R. K., Brandt, O., Hartmann, M., Dai, X., Igel, C. & Elliott, D., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), s. 864-879

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
  10 Citationer (Scopus)

  35 Downloads (Pure)

• Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

  Mugabowindekwe, M., Brandt, M., Chave, J., Reiner, F., Skole, D. L., Kariryaa, A., Igel, C., Hiernaux, P., Ciais, P., Mertz, O., Tong, X., Li, S., Rwanyiziri, G., Dushimiyimana, T., Ndoli, A., Uwizeyimana, V., Lillesø, J-P. B., Gieseke, F., Tucker, C. J., Saatchi, S. & 1 flere, Fensholt, R., 2023, I: Nature climate change. 13, s. 91-97

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  39 Citationer (Scopus)

  76 Downloads (Pure)

• Predicting urban tree cover from incomplete point labels and limited background information

  Zhang, H., Kariryaa, A., Guthula, V. B., Igel, C. & Oehmcke, S., 2023, Urban-AI 2023 - Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI. Omitaomu, O. A., Mostafavi, A. & Liu, Y. (red.). Association for Computing Machinery, Inc., s. 52-60

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

• Remember to Correct the Bias When Using Deep Learning for Regression!

  Igel, C. & Oehmcke, S., 2023, I: KI - Kunstliche Intelligenz. 37, 1, s. 33-40

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  2 Citationer (Scopus)

  17 Downloads (Pure)

• Sub-continental-scale carbon stocks of individual trees in African drylands

  Tucker, C., Brandt, M., Hiernaux, P., Kariryaa, A., Rasmussen, K., Small, J., Igel, C., Reiner, F., Melocik, K., Meyer, J., Sinno, S., Romero, E., Glennie, E., Fitts, Y., Morin, A., Pinzon, J., McClain, D., Morin, P., Porter, C., Loeffler, S. & 10 flere, Kergoat, L., Issoufou, B-A., Savadogo, P., Wigneron, J-P., Poulter, B., Ciais, P., Kaufmann, R., Myneni, R., Saatchi, S. & Fensholt, R., 2023, I: Nature. 615, 7950, s. 80-86

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  45 Citationer (Scopus)

  56 Downloads (Pure)

• The Liver Tumor Segmentation Benchmark (LiTS)

  Bilic, P., Christ, P., Li, H. B., Vorontsov, E., Ben-Cohen, A., Kaissis, G., Szeskin, A., Jacobs, C., Mamani, G. E. H., Chartrand, G., Lohöfer, F., Holch, J. W., Sommer, W., Hofmann, F., Hostettler, A., Lev-Cohain, N., Drozdzal, M., Amitai, M. M., Vivanti, R., Sosna, J. & 89 flere, Ezhov, I., Sekuboyina, A., Navarro, F., Kofler, F., Paetzold, J. C., Shit, S., Hu, X., Lipková, J., Rempfler, M., Piraud, M., Kirschke, J., Wiestler, B., Zhang, Z., Hülsemeyer, C., Beetz, M., Ettlinger, F., Antonelli, M., Bae, W., Bellver, M., Bi, L., Chen, H., Chlebus, G., Dam, E. B., Dou, Q., Fu, C-W., Georgescu, B., Giró-I-Nieto, X., Gruen, F., Han, X., Heng, P-A., Hesser, J., Moltz, J. H., Igel, C., Isensee, F., Jäger, P., Jia, F., Kaluva, K. C., Khened, M., Kim, I., Kim, J-H., Kim, S., Kohl, S., Konopczynski, T., Kori, A., Krishnamurthi, G., Li, F., Li, H., Li, J., Li, X., Lowengrub, J., Ma, J., Maier-Hein, K., Maninis, K-K., Meine, H., Merhof, D., Pai, A., Perslev, M., Petersen, J., Pont-Tuset, J., Qi, J., Qi, X., Rippel, O., Roth, K., Sarasua, I., Schenk, A., Shen, Z., Torres, J., Wachinger, C., Wang, C., Weninger, L., Wu, J., Xu, D., Yang, X., Yu, S. C-H., Yuan, Y., Yue, M., Zhang, L., Cardoso, J., Bakas, S., Braren, R., Heinemann, V., Pal, C., Tang, A., Kadoury, S., Soler, L., van Ginneken, B., Greenspan, H., Joskowicz, L. & Menze, B., 2023, I: Medical Image Analysis. 84, 24 s., 102680.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  346 Citationer (Scopus)

  19 Downloads (Pure)

• The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe

  Liu, S., Brandt, M., Nord-Larsen, T., Chave, J., Reiner, F., Lang, N., Tong, X., Ciais, P., Igel, C., Pascual, A., Guerra-hernandez, J., Li, S., Mugabowindekwe, M., Saatchi, S., Yue, Y., Chen, Z. & Fensholt, R., 2023, I: Science Advances. 9, 37, 15 s., eadh4097.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  24 Citationer (Scopus)

  39 Downloads (Pure)

• Towards Automatic Cartilage Quantification in Clinical Trials – Continuing from the 2019 IWOAI Knee Segmentation Challenge

  Dam, E. B., Desai, A. D., Deniz, C. M., Rajamohan, H. R., Regatte, R., Iriondo, C., Pedoia, V., Majumdar, S., Perslev, M., Igel, C., Pai, A., Gaj, S., Yang, M., Nakamura, K., Li, X., Maqbool, H., Irmakci, I., Song, S-E., Bagci, U., Hargreaves, B. & 2 flere, Gold, G. & Chaudhari, A., 2023, I: Osteoarthritis Imaging. 3, 1, 9 s., 100087.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  4 Downloads (Pure)
• 2022

  Above-Ground Biomass Prediction for Croplands at a Sub-Meter Resolution Using UAV–LiDAR and Machine Learning Methods

  Revenga, J. C., Trepekli, K., Oehmcke, S., Jensen, R., Li, L., Igel, C., Gieseke, F. C. & Friborg, T., 2022, I: Remote Sensing. 14, 16, 22 s., 3912.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  15 Citationer (Scopus)

  79 Downloads (Pure)

• A Brief Overview of Unsupervised Neural Speech Representation Learning

  Borgholt, L., Havtorn, J. D., Edin, J., Maaløe, L. & Igel, C., 2022, Proceedings of 2nd Workshop on Self-supervised Learning for Audio and Speech Processing. Association for the Advancement of Artificial Intelligence, 13 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
  15 Downloads (Pure)

• Are Multilingual Sentiment Models Equally Right for the Right Reasons?

  Jørgensen, R. K., Caccavale, F., Igel, C. & Søgaard, A., 2022, Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP. Association for Computational Linguistics (ACL), s. 131–141

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
  26 Downloads (Pure)

• Automatic detection of abnormal sleeping patterns in stroke patients using high-frequency sleep staging

  Perslev, M., West, A. S., Simonsen, S. A., Ponsaing, L. B., Iversen, H. K., Igel, C. & Jennum, P. J., 2022, I: Journal of Sleep Research. 31, S1, 1 s.

  Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

• Cross‐Cohort Automatic Knee MRI Segmentation With Multi‐Planar U‐Nets

  Perslev, M., Pai, A., Runhaar, J., Igel, C. & Dam, E. B., 2022, I: Journal of Magnetic Resonance Imaging. 55, 2, s. 1650-1663

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  36 Downloads (Pure)

• Date Recognition in Historical Parish Records

  Piqueras, L. C., Fierro, C., Lotz, J. F., Rust, P., Rommedahl, J., Due, J. K., Igel, C., Elliott, D., Pedersen, C. B., Salazar, I. & Søgaard, A., 2022, Frontiers in Handwriting Recognition : 18th International Conference, ICFHR 2022, Hyderabad, India, December 4–7, 2022, Proceedings. Porwal, U., Fornés, A. & Shafait, F. (red.). Springer, s. 49-64 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13639 LNCS).

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
  1 Citationer (Scopus)

• Deep learning based 3D point cloud regression for estimating forest biomass

  Oehmcke, S., Li, L., Revenga, J. C., Nord-Larsen, T., Trepekli, K., Gieseke, F. & Igel, C., 1 nov. 2022, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2022. Renz, M., Sarwat, M., Nascimento, M. A., Shekhar, S. & Xie, X. (red.). Association for Computing Machinery, Inc., s. 1-4 38

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang
  9 Citationer (Scopus)

• Energy Consumption-Aware Tabular Benchmarks for Neural Architecture Search

  Bakhtiarifard, P., Igel, C. & Selvan, R., 12 okt. 2022, arxiv.org, 13 s.

  Publikation: Working paper › Preprint › Forskning

  Åben adgang

  Fil
  38 Downloads (Pure)

• Ensemble Learning for Semantic Segmentation of Ancient Maya Architectures

  Hellweg, T., Oehmcke, S., Kariryaa, A., Gieseke, F. & Igel, C., 2022, Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & the Discovery Challenge Workshop, ECML PKDD 2021. Kocev, D., Simidjievski, N., Kostovska, A., Dimitrovski, I. & Kokalj, Ž. (red.). Ljubljana: Jožef Stefan Institute , s. 13-19 7 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
  17 Downloads (Pure)

• High accuracy in classifying endoscopic severity in ulcerative colitis using convolutional neural network

  Lo, B., Liu, Z., Bendtsen, F., Igel, C., Vind, I. & Burisch, J., 2022, I: The American Journal of Gastroenterology. 117, 10, s. 1648-1654

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
  14 Citationer (Scopus)

• Histogram-Based Unsupervised Domain Adaptation for Medical Image Classification

  Diao, P., Pai, A., Igel, C. & Krag, C. H., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (red.). Springer, s. 755-764 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13437 LNCS).

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
  5 Citationer (Scopus)

• Information Bottleneck: Exact Analysis of (Quantized) Neural Networks

  Lorenzen, S. S., Igel, C. & Nielsen, M., 2022, arXiv.org, 19 s.

  Publikation: Working paper › Preprint › Forskning

  Åben adgang

  Fil
  30 Downloads (Pure)

• Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts

  Kutuzova, S., Krause, O., McCloskey, D., Nielsen, M. & Igel, C., jan. 2022, arXiv.org, 29 s.

  Publikation: Working paper › Preprint › Forskning

  Åben adgang

  Fil
  82 Downloads (Pure)

• Self-Supervised Speech Representation Learning: A Review

  Mohamed, A., Lee, H. Y., Borgholt, L., Havtorn, J. D., Edin, J., Igel, C., Kirchhoff, K., Li, S. W., Livescu, K., Maaloe, L., Sainath, T. N. & Watanabe, S., 2022, I: IEEE Journal on Selected Topics in Signal Processing. 16, 6, s. 1179-1210

  Publikation: Bidrag til tidsskrift › Review › Forskning › peer review

  Åben adgang

  Fil
  156 Citationer (Scopus)

  11 Downloads (Pure)
• 2021

  Artificial intelligence surpasses gastrointestinal experts in the classification of endoscopic severity among Ulcerative Colitis

  The Presager Project, 2021, I: Journal of Crohn's & colitis. 15, Suppl. 1, s. S007-S007

  Publikation: Bidrag til tidsskrift › Konferenceabstrakt i tidsskrift › Forskning

• Bi-modal Variational Autoencoders for Metabolite Identification Using Tandem Mass Spectrometry

  Kutuzova, S., Igel, C., Nielsen, M. & McCloskey, D., 2021, bioRxiv, 22 s.

  Publikation: Working paper › Preprint › Forskning

  Åben adgang

  Fil
  37 Downloads (Pure)

• Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote

  Wu, Y. S., Masegosa, A. R., Lorenzen, S. S., Igel, C. & Seldin, Y., 2021, Advances in Neural Information Processing Systems 34 (NeurIPS). NeurIPS Proceedings, s. 1-12

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• Data, Knowledge, and Computation

  Igel, C., 2021, I: KI - Kunstliche Intelligenz. 35, s. 247–249

  Publikation: Bidrag til tidsskrift › Leder › Forskning

• Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

  Jimenez-Solem, E., Petersen, T. S., Hansen, C., Hansen, C., Lioma, C., Igel, C., Boomsma, W., Krause, O., Lorenzen, S., Selvan, R., Petersen, J., Nyeland, M. E., Ankarfeldt, M. Z., Virenfeldt, G. M., Winther-Jensen, M., Linneberg, A., Ghazi, M. M., Detlefsen, N., Lauritzen, A. D., Smith, A. G. & 15 flere, de Bruijne, M., Ibragimov, B., Petersen, J., Lillholm, M., Middleton, J., Mogensen, S. H., Thorsen-Meyer, H-C., Perner, A., Helleberg, M., Kaas-Hansen, B. S., Bonde, M., Bonde, A., Pai, A., Nielsen, M. & Sillesen, M., 2021, I: Scientific Reports. 11, 1, 12 s., 3246.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  55 Citationer (Scopus)

  294 Downloads (Pure)

• Machine learning for financial transaction classification across companies using character-level word embeddings of text fields

  Jørgensen, R. K. & Igel, C., 2021, I: Intelligent Systems in Accounting, Finance and Management. 28, 3, s. 159-172

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
  14 Citationer (Scopus)

• On scaling contrastive representations for low-resource speech recognition

  Borgholt, L., Tax, T. M. S., Havtorn, J. D., Maaløe, L. & Igel, C., 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, Bind 2021-June. s. 3885-3889

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
  2 Citationer (Scopus)

• On the convergence of the Metropolis algorithm with fixed-order updates for multivariate binary probability distributions.

  Brügge, K., Fischer, A. & Igel, C., 2021, Proceedings of The 24th International Conference on Artificial Intelligence and Statistic. PMLR, s. 469-477 (Proceedings of Machine Learning Research, Bind 130).

  Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
  25 Downloads (Pure)

• The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

  IWOAI Segmentation Challenge Writing Group, 2021, I: Radiology. Artificial intelligence. 3, 3, 13 s., e200078.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  49 Citationer (Scopus)

  16 Downloads (Pure)

• Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark

  Lorenzen, S. S., Nielsen, M., Jimenez-Solem, E., Petersen, T. S., Perner, A., Thorsen-Meyer, H-C., Igel, C. & Sillesen, M., 23 sep. 2021, I: Scientific Reports. 11, 1, 10 s., 18959.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  16 Citationer (Scopus)

  59 Downloads (Pure)

• U-Sleep: resilient high-frequency sleep staging

  Perslev, M., Darkner, S., Kempfner, L., Nikolic, M., Jennum, P. J. & Igel, C., 15 apr. 2021, I: npj Digital Medicine. 4, 1, 12 s., 72.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  Fil
  165 Citationer (Scopus)

  66 Downloads (Pure)
• 2020

  Algorithms for estimating the partition function of restricted Boltzmann machines

  Krause, O., Fischer, A. & Igel, C., jan. 2020, I: Artificial Intelligence. 278, 19 s., 103195.

  Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
  14 Citationer (Scopus)