Aleksis Pirinen

24 papers A* 6Misc 1Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Grazing Detection using Deep Learning and Sentinel-2 Time Series Data. CoRR Aleksis Pirinen, Delia Fano Yela, Smita Chakraborty, Erik Källman
2024	J	`jnl`	Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSI. Remote. Sens. Aleksis Pirinen, Nosheen Abid, Nuria Agues Paszkowsky, Thomas Ohlson Timoudas, Ronald Scheirer, Chiara Ceccobello, György Kovács, Anders Persson
2024	J	`jnl`	Flexible SE(2) graph neural networks with applications to PDE surrogates. CoRR Maria Bånkestad, Olof Mogren, Aleksis Pirinen
2024	A*	`conf`	GOMAA-Geo: GOal Modality Agnostic Active Geo-localization. NeurIPS Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik
2024	J	`jnl`	GOMAA-Geo: GOal Modality Agnostic Active Geo-localization. CoRR Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik
2024	J	`jnl`	Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning. CoRR Martin Willbo, Aleksis Pirinen, John Martinsson, Edvin Listo Zec, Olof Mogren, Mikael Nilsson
2023	—	`conf`	Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-Rescue. SAIS Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström
2023	J	`jnl`	Creating and Benchmarking a Synthetic Dataset for Cloud Optical Thickness Estimation. CoRR Aleksis Pirinen, Nosheen Abid, Nuria Agues Paszkowsky, Thomas Ohlson Timoudas, Ronald Scheirer, Chiara Ceccobello, György Kovács, Anders Persson
2023	—	`conf`	Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas. SAIS Aleksis Pirinen, Olof Mogren, Mårten Västerdal
2023	J	`jnl`	Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas. CoRR Aleksis Pirinen, Olof Mogren, Mårten Västerdal
2022	J	`jnl`	Aerial View Goal Localization with Reinforcement Learning. CoRR Aleksis Pirinen, Anton Samuelsson, John Backsund, Kalle Åström
2022	—	`conf`	Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical Networks. DCASE John Martinsson, Martin Willbo, Aleksis Pirinen, Olof Mogren, Maria Sandsten
2021	J	`jnl`	Embodied Learning for Lifelong Visual Perception. CoRR David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
2021	A*	`conf`	Embodied Visual Active Learning for Semantic Segmentation. AAAI David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
2021	Misc	`conf`	Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing. CoRL Maria Priisalu, Aleksis Pirinen, Ciprian Paduraru, Cristian Sminchisescu
2021	—	`—`	Reinforcement Learning for Active Visual Perception. Aleksis Pirinen
2020	A*	`conf`	Deep Reinforcement Learning for Active Human Pose Estimation. AAAI Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu
2020	J	`jnl`	Deep Reinforcement Learning for Active Human Pose Estimation. CoRR Erik Gärtner, Aleksis Pirinen, Cristian Sminchisescu
2020	J	`jnl`	Embodied Visual Active Learning for Semantic Segmentation. CoRR David Nilsson, Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
2020	—	`conf`	Semantic Synthesis of Pedestrian Locomotion. ACCV (2) Maria Priisalu, Ciprian Paduraru, Aleksis Pirinen, Cristian Sminchisescu
2019	A*	`conf`	Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction. NeurIPS Aleksis Pirinen, Erik Gärtner, Cristian Sminchisescu
2019	J	`jnl`	Exact Clustering of Weighted Graphs via Semidefinite Programming. J. Mach. Learn. Res. Aleksis Pirinen, Brendan P. W. Ames
2018	A*	`conf`	Deep Reinforcement Learning of Region Proposal Networks for Object Detection. CVPR Aleksis Pirinen, Cristian Sminchisescu
2016	A*	`conf`	Reinforcement Learning for Visual Object Detection. CVPR Stefan Mathe, Aleksis Pirinen, Cristian Sminchisescu