Aleksis Pirinen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Semantic Segmentation

Reinforcement Learning

Top Venues

Publications

Maria Bånkestad, Olof Mogren, Aleksis Pirinen
Flexible SE(2) graph neural networks with applications to PDE surrogates. CoRR (2024)
Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization. CoRR (2024)
Aleksis Pirinen, Nosheen Abid, Nuria Agues Paszkowsky, Thomas Ohlson Timoudas, Ronald Scheirer, Chiara Ceccobello, György Kovács, Anders Persson
Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSI. Remote. Sens. 16 (4) (2024)
Martin Willbo, Aleksis Pirinen, John Martinsson, Edvin Listo Zec, Olof Mogren, Mikael Nilsson
Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning. CoRR (2024)
Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue. SAIS (2023)
Aleksis Pirinen, Nosheen Abid, Nuria Agues Paszkowsky, Thomas Ohlson Timoudas, Ronald Scheirer, Chiara Ceccobello, György Kovács, Anders Persson
Creating and Benchmarking a Synthetic Dataset for Cloud Optical Thickness Estimation. CoRR (2023)
Aleksis Pirinen, Olof Mogren, Mårten Västerdal
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas. CoRR (2023)
Aleksis Pirinen, Olof Mogren, Mårten Västerdal
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas. SAIS (2023)
Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström
Aerial View Goal Localization with Reinforcement Learning. CoRR (2022)
John Martinsson, Martin Willbo, Aleksis Pirinen, Olof Mogren, Maria Sandsten
Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical Networks. DCASE (2022)
David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
Embodied Visual Active Learning for Semantic Segmentation. AAAI (2021)
Maria Priisalu, Aleksis Pirinen, Ciprian Paduraru, Cristian Sminchisescu
Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing. CoRL (2021)
David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
Embodied Learning for Lifelong Visual Perception. CoRR (2021)
Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu
Deep Reinforcement Learning for Active Human Pose Estimation. AAAI (2020)
Maria Priisalu, Ciprian Paduraru, Aleksis Pirinen, Cristian Sminchisescu
Semantic Synthesis of Pedestrian Locomotion. ACCV (2) (2020)
Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu
Deep Reinforcement Learning for Active Human Pose Estimation. CoRR (2020)
David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
Embodied Visual Active Learning for Semantic Segmentation. CoRR (2020)
Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction. NeurIPS (2019)
Aleksis Pirinen, Brendan Ames
Exact Clustering of Weighted Graphs via Semidefinite Programming. J. Mach. Learn. Res. 20 (2019)
Aleksis Pirinen, Cristian Sminchisescu
Deep Reinforcement Learning of Region Proposal Networks for Object Detection. CVPR (2018)
Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu
Reinforcement Learning for Visual Object Detection. CVPR (2016)