Aleksis Pirinen

According to our database, Aleksis Pirinen authored at least 19 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSI.

Aleksis Pirinen, Nosheen Abid, Nuria Agues Paszkowsky, Thomas Ohlson Timoudas, Ronald Scheirer, Chiara Ceccobello, György Kovács, Anders Persson

Remote. Sens., February, 2024

GOMAA-Geo: GOal Modality Agnostic Active Geo-localization.

Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik

CoRR, 2024

Flexible SE(2) graph neural networks with applications to PDE surrogates.

Maria Bånkestad, Olof Mogren, Aleksis Pirinen

CoRR, 2024

Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning.

Martin Willbo, Aleksis Pirinen, John Martinsson, Edvin Listo Zec, Olof Mogren, Mikael Nilsson

CoRR, 2024

2023

Creating and Benchmarking a Synthetic Dataset for Cloud Optical Thickness Estimation.

Aleksis Pirinen, Nosheen Abid, Nuria Agues Paszkowsky, Thomas Ohlson Timoudas, Ronald Scheirer, Chiara Ceccobello, György Kovács, Anders Persson

CoRR, 2023

Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue.

Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström

Proceedings of the 35th Annual Workshop of the Swedish Artificial Intelligence Society, 2023

Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas.

Aleksis Pirinen, Olof Mogren, Mårten Västerdal

Proceedings of the 35th Annual Workshop of the Swedish Artificial Intelligence Society, 2023

2022

Aerial View Goal Localization with Reinforcement Learning.

Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström

CoRR, 2022

Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical Networks.

John Martinsson, Martin Willbo, Aleksis Pirinen, Olof Mogren, Maria Sandsten

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Reinforcement Learning for Active Visual Perception.

Aleksis Pirinen

PhD thesis, 2021

Embodied Learning for Lifelong Visual Perception.

David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

CoRR, 2021

Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing.

Maria Priisalu, Aleksis Pirinen, Ciprian Paduraru, Cristian Sminchisescu

Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

Embodied Visual Active Learning for Semantic Segmentation.

David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Semantic Synthesis of Pedestrian Locomotion.

Maria Priisalu, Ciprian Paduraru, Aleksis Pirinen, Cristian Sminchisescu

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Deep Reinforcement Learning for Active Human Pose Estimation.

Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Exact Clustering of Weighted Graphs via Semidefinite Programming.

Aleksis Pirinen, Brendan P. W. Ames

J. Mach. Learn. Res., 2019

Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction.

Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Deep Reinforcement Learning of Region Proposal Networks for Object Detection.

Aleksis Pirinen, Cristian Sminchisescu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2016

Reinforcement Learning for Visual Object Detection.

Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016