Aleksis Pirinen

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	All	Since 2019
Citations	442	384
h-index	7	7
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Cristian SminchisescuScientist at Google DeepMind; Professor, Lund UniversityVerified email at math.lth.se
Erik GärtnerResearch Scientist @ RADiCAL | Ph.D. in Computer Vision and Machine LearningVerified email at radicalmotion.com
Olof MogrenRISE Research institutes of SwedenVerified email at ri.se
David NilssonPostdoc, Chalmers University of TechnologyVerified email at chalmers.se
Ciprian PaduraruUniversity Of BucharestVerified email at fmi.unibuc.ro
John MartinssonRISE Research institutes of Sweden, Lunds UniversityVerified email at matstat.lu.se
Martin WillboRISEVerified email at ri.se
Nosheen AbidLulea University of TechnologyVerified email at ltu.se
Maria Hansson SandstenLund UniversityVerified email at maths.lth.se
Brendan AmesUniversity of SouthamptonVerified email at soton.ac.uk
Kalle ÅströmProfessor, Centre for Mathematical Sciences, Lund University, SwedenVerified email at maths.lth.se
Thomas Ohlson TimoudasRISE Research Institutes of SwedenVerified email at ri.se
György KovácsSenior lecturer, Luleå University of Technology, EISLABVerified email at ltu.se
Edvin Listo ZecRISE Research Institutes of Sweden, KTH Royal Institute of TechnologyVerified email at ri.se
Mikael NilssonLund UniversityVerified email at math.lth.se
Marcus LiwickiLuleå University of Technology, EISLAB, Machine Learning, SwedenVerified email at ltu.se
Maria BånkestadUppsala University; RISE Research institutes of SwedenVerified email at ri.se
Nathan JacobsWashington University in St. LouisVerified email at wustl.edu
Srikumar SastryStudent, Washington University in St. LouisVerified email at wustl.edu
Anindya SarkarWashington University, Indian Institute of Technology Hyderabad, Quest GlobalVerified email at wustl.edu

Aleksis Pirinen

RISE Research Institutes of Sweden

Verified email at ri.se - Homepage

Computer Vision Machine Learning Reinforcement Learning Remote Sensing AI for Environment


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Reinforcement learning for visual object detection S Mathe, A Pirinen, C Sminchisescu Proceedings of the IEEE conference on computer vision and pattern …, 2016	203	2016
Deep reinforcement learning of region proposal networks for object detection A Pirinen, C Sminchisescu proceedings of the IEEE conference on computer vision and pattern …, 2018	88	2018
Embodied visual active learning for semantic segmentation D Nilsson, A Pirinen, E Gärtner, C Sminchisescu Proceedings of the AAAI Conference on Artificial Intelligence 35 (3), 2373-2383, 2021	36	2021
Domes to drones: Self-supervised active triangulation for 3d human pose reconstruction A Pirinen, E Gartner, C Sminchisescu Advances in Neural Information Processing Systems 32, 3907, 2019	33	2019
Deep Reinforcement Learning for Active Human Pose Estimation E Gärtner, A Pirinen, C Sminchisescu Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 10835 …, 2020	30	2020
Generating scenarios with diverse pedestrian behaviors for autonomous vehicle testing M Priisalu, A Pirinen, C Paduraru, C Sminchisescu Conference on Robot Learning, 1247-1258, 2022	14	2022
Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical Networks. J Martinsson, M Willbo, A Pirinen, O Mogren, M Sandsten DCASE, 2022	8*	2022
Semantic synthesis of pedestrian locomotion M Priisalu, C Paduraru, A Pirinen, C Sminchisescu Proceedings of the Asian Conference on Computer Vision, 2020	7	2020
Exact clustering of weighted graphs via semidefinite programming A Pirinen, B Ames Journal of Machine Learning Research 20 (30), 1-34, 2019	7*	2019
Aerial View Goal Localization with Reinforcement Learning A Pirinen, A Samuelsson, J Backsund, K Åström arXiv preprint arXiv:2209.03694, 2022	5*	2022
Embodied learning for lifelong visual perception D Nilsson, A Pirinen, E Gärtner, C Sminchisescu arXiv preprint arXiv:2112.14084, 2021	3	2021
Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning M Willbo, A Pirinen, J Martinsson, EL Zec, O Mogren, M Nilsson arXiv preprint arXiv:2403.04385, 2024	2	2024
Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSI A Pirinen, N Abid, NA Paszkowsky, TO Timoudas, R Scheirer, ... Remote Sensing 16 (4), 694, 2024	2	2024
Wide resnet models for few-shot sound event detection M Willbo, J Martinsson, A Pirinen, O Mogren eps 1, 6, 2022	2	2022
Stray light compensation in optical systems A Pirinen, A Toytziaridis Master's Theses in Mathematical Sciences, 2015	2	2015
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization A Sarkar, S Sastry, A Pirinen, C Zhang, N Jacobs, Y Vorobeychik arXiv preprint arXiv:2406.01917, 2024		2024
Flexible SE (2) graph neural networks with applications to PDE surrogates M Bånkestad, O Mogren, A Pirinen arXiv preprint arXiv:2405.20287, 2024		2024
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas A Pirinen, O Mogren, M Västerdal arXiv preprint arXiv:2304.01658, 2023		2023
Reinforcement Learning for Active Visual Perception A Pirinen Lund University, 2021		2021

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