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Books and Theses
- 2021
[b1]Aleksis Pirinen:
Reinforcement Learning for Active Visual Perception. Lund University, Sweden, 2021
Journal Articles
- 2024
- [j2]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): 694 (2024) - 2019
- [j1]Aleksis Pirinen, Brendan P. W. Ames:
Exact Clustering of Weighted Graphs via Semidefinite Programming. J. Mach. Learn. Res. 20: 30:1-30:34 (2019)
Conference and Workshop Papers
- 2023
- [c10]Aleksis Pirinen, Olof Mogren, Mårten Västerdal:
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas. SAIS 2023: 18-27 - [c9]Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström:
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue. SAIS 2023: 28-37 - 2022
- [c8]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 - 2021
- [c7]David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu:
Embodied Visual Active Learning for Semantic Segmentation. AAAI 2021: 2373-2383 - [c6]Maria Priisalu, Aleksis Pirinen, Ciprian Paduraru, Cristian Sminchisescu:
Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing. CoRL 2021: 1247-1258 - 2020
- [c5]Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu:
Deep Reinforcement Learning for Active Human Pose Estimation. AAAI 2020: 10835-10844 - [c4]Maria Priisalu, Ciprian Paduraru, Aleksis Pirinen, Cristian Sminchisescu:
Semantic Synthesis of Pedestrian Locomotion. ACCV (2) 2020: 470-487 - 2019
- [c3]Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu:
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction. NeurIPS 2019: 3907-3917 - 2018
- [c2]Aleksis Pirinen, Cristian Sminchisescu:
Deep Reinforcement Learning of Region Proposal Networks for Object Detection. CVPR 2018: 6945-6954 - 2016
- [c1]Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu:
Reinforcement Learning for Visual Object Detection. CVPR 2016: 2894-2902
Informal and Other Publications
- 2024
- [i9]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 abs/2403.04385 (2024) - [i8]Maria Bånkestad, Olof Mogren, Aleksis Pirinen:
Flexible SE(2) graph neural networks with applications to PDE surrogates. CoRR abs/2405.20287 (2024) - [i7]Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik:
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization. CoRR abs/2406.01917 (2024) - 2023
- [i6]Aleksis Pirinen, Olof Mogren, Mårten Västerdal:
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas. CoRR abs/2304.01658 (2023) - [i5]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 abs/2311.14024 (2023) - 2022
- [i4]Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström:
Aerial View Goal Localization with Reinforcement Learning. CoRR abs/2209.03694 (2022) - 2021
- [i3]David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu:
Embodied Learning for Lifelong Visual Perception. CoRR abs/2112.14084 (2021) - 2020
- [i2]Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu:
Deep Reinforcement Learning for Active Human Pose Estimation. CoRR abs/2001.02024 (2020) - [i1]David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu:
Embodied Visual Active Learning for Semantic Segmentation. CoRR abs/2012.09503 (2020)
Coauthor Index
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