Hugo Lewi Hammer

Scientific publications

Storås, Andrea; Riegler, Michael Alexander; Haugen, Trine B.; Thambawita, Vajira L B; Hicks, Steven Alexander; Hammer, Hugo Lewi; Kakulavarapu, Radhika; Halvorsen, Pål; Stensen, Mette Haug (2023). Automatic Unsupervised Clustering of Videos of the Intracytoplasmic Sperm Injection (ICSI) Procedure. Zouganeli, Evi; Yazidi, Anis; Mello, Gustavo Borges Moreno E; Lind, Pedro (Ed.). Nordic Artificial Intelligence Research and Development: 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31-June 1, 2022, Revised Selected Papers. konferanseartikkel. Springer Nature.

Storås, Andrea; Prabhu, Robindra; Hammer, Hugo Lewi; Strumke, Inga (2022). Bias og kvantitativ analyse innen velferd: opphav til skjevheter og relasjon til utfallsrettferdighet. 24 p. Tidsskrift for velferdsforskning . Vol. 25.
https://hdl.handle.net/11250/3054535

Boeker, Matthias; Hammer, Hugo Lewi; Riegler, Michael; Halvorsen, Pål; Jakobsen, Petter (2022). Prediction of schizophrenia from activity data using hidden Markov model parameters. Neural Computing & Applications .
https://hdl.handle.net/10037/28614

Thambawita, Vajira L B; Salehi, Pegah; Sheshkal, Sajad Amouei; Hicks, Steven; Hammer, Hugo Lewi; Parasa, Sravanthi; de Lange, Thomas; Halvorsen, Pål; Riegler, Michael (2022). SinGAN-Seg: Synthetic training data generation for medical image segmentation. PLOS ONE . Vol. 17.

Hammer, Hugo Lewi; Yazidi, Anis; Riegler, Michael; Rue, Håvard (2022). Efficient quantile tracking using an oracle. 12 p. Applied intelligence (Boston) .
https://hdl.handle.net/10037/26509

Eide, Siri Sofie; Riegler, Michael; Hammer, Hugo Lewi; Bremnes, John Bjørnar (2022). Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources. Sensors . Vol. 22.
https://hdl.handle.net/10037/26522

Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2022). Estimating Tukey depth using incremental quantile estimators. 11 p. Pattern Recognition . Vol. 122.
https://hdl.handle.net/11250/2983184

Storås, Andrea; Strumke, Inga; Riegler, Michael Alexander; Grauslund, Jakob; Hammer, Hugo Lewi; Yazidi, Anis; Halvorsen, Pål; Gundersen, Kjell Gunnar; Utheim, Tor Paaske; Jackson, Catherine Joan (2021). Artificial intelligence in dry eye disease. The ocular surface . Vol. 23.

Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (2021). Joint tracking of multiple quantiles through conditional quantiles. Information Sciences . Vol. 563.

Garcia-Ceja, Enrique; Thambawita, Vajira L B; Hicks, Steven; Jha, Debesh; Jakobsen, Petter; Hammer, Hugo Lewi; Halvorsen, Pål; Riegler, Michael (2021). HTAD: A Home-Tasks Activities Dataset with Wrist-Accelerometer and Audio Features. Lecture Notes in Computer Science (LNCS) . Vol. 12573.
https://hdl.handle.net/10037/24384

Research reports

Pontes Filho, Sidney; Nichele, Stefano; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Sandvig, Ioanna; Tufte, Gunnar (2023). Optimization of dynamical systems towards criticality and intelligent behavior. ISBN: 978-82-326-6953-0. 179 p. Norges teknisk-naturvitenskapelige universitet.

Thambawita, Vajira; Jha, Debesh; Riegler, Michael; Halvorsen, Pål; Hammer, Hugo Lewi; Johansen, Håvard D.; Johansen, Dag (2018). The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning. 3 p.
https://arxiv.org/abs/1810.13278

Hammer, Hugo Lewi; Haugan, John (2013). Matematikk og beregninger. 350 p.

Mørken, Knut Martin; Malthe-Sørensen, Anders; Simonsen, Ingve; Hammer, Hugo Lewi; Vatne, Jon Eivind; Nøst, Elisabeth; Løyning, Terje Brinck; Dahl, Lars Oswald; Sasaki, Nina (2011). Computing in Science Education. A guide for universities and colleges in Norway. 34 p.

Mørken, Knut Martin; Simonsen, Ingve; Malthe-Sørensen, Anders; Hammer, Hugo Lewi; Løyning, Terje Brinck; Vatne, Jon Eivind; Nøst, Elisabeth; Dahl, Lars Oswald; Sasaki, nina (2011). Beregninsorientert utdanning: En veileder for universiteter og høgskoler i Norge. 34 p.

Hammer, Hugo Lewi (2008). Topics in stochastic simulation, with an application to seismic inversion.

Dissemination

Thambawita, Vajira L B; Hicks, Steven; Storås, Andrea; Witczak, Oliwia; Andersen, Jorunn Marie; Hammer, Hugo Lewi; Halvorsen, Pål; Riegler, Michael Alexander; Haugen, Trine B. (2022). Real-time deep learning based multi object tracking of spermatozoa in fresh samples. Human Reproduction .

Hicks, Steven; Thambawita, Vajira L B; Storås, Andrea; Haugen, Trine B.; Hammer, Hugo Lewi; Halvorsen, Pål; Riegler, Michael Alexander; Stensen, Mette Haug (2022). P-272 Automatic Tracking of the ICSI procedure using Deep Learning. Human Reproduction . Vol. 37.

Sharma, Akriti; Kakulavarapu, Radhika; Thambawita, Vajira L B; Siddiqui, M.; Delbarre, Erwan; Riegler, Michael; Hammer, Hugo Lewi; Stensen, Mette Haug (2022). Automating tracking of cell division for human embryo development in time lapse videos. Human Reproduction . Vol. 37.

Hicks, Steven A.; Jha, Debesh; Thambawita, Vajira L B; Hammer, Hugo Lewi; de Lange, Thomas; Parasa, Sravanthi; Riegler, Michael; Halvorsen, Pål (2021). Medico Multimedia Task at MediaEval 2021: Transparency in Medical Image Segmentation. MediaEval Medico 2021. MediaEval 2021.

Sharma, Akriti; Haugen, Trine B.; Hammer, Hugo Lewi; Riegler, M.; Stensen, M. (2021). Erratum: P-260 towards better explainable deep learning models for embryo selection in ART (Hum Reprod (2021) 36 (1) DOI: 10.1093/humrep/deab130.259). Human Reproduction . Vol. 36.

Sharma, Akriti; Haugen, Trine B.; Hammer, Hugo Lewi; Riegler, Michael A.; Stensen, Mette Haug (2021). Towards better explainable deep learning models for embryo selection in ART. ESHRE virtual 37th Annual Meeting. European Society of Human Reproduction and Embryology.

Thambawita, Vajira L B; Haugen, Trine B.; Stensen, Mette Haug; Witczak, Oliwia; Hammer, Hugo Lewi; Halvorsen, Pål; Riegler, Michael A. (2021). Identification of spermatozoa by unsupervised learning from video data. ESHRE virtual 37th Annual Meeting. European Society of Human Reproduction and Embryology.

Hicks, Steven; Haugen, Trine B.; Iliceto, Mario; Hammer, Hugo Lewi; Andersen, Jorunn Marie; Witczak, Oliwia; Riegler, Michael; Stensen, Mette Haug (2020). Big data is not always better – prediction of live birth using machine learning on time-lapse videos of human embryos. ESHRE virtual 36th Annual Meeting. European Society of Human Reproduction and Embryology.

Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation. Pedro Castillo.

Yazidi, Anis; Pinto-Orellana, Marco Antonio; Hammer, Hugo Lewi; Mirtaheri, Peyman; Herrera-viedma, Enrique (2019). Solving Sensor Identification Problem Without Knowledge of the Ground Truth Using Replicator Dynamics. IEEE Transactions on Cybernetics .