Reinforcement learning for visual object detection S Mathe, A Pirinen, C Sminchisescu Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 193 | 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 | 81 | 2018 |
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 | 30 | 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 | 29 | 2020 |
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 | 27 | 2021 |
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 | 12 | 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 |
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 | 6* | 2022 |
Aerial View Goal Localization with Reinforcement Learning A Pirinen, A Samuelsson, J Backsund, K Åström arXiv preprint arXiv:2209.03694, 2022 | 3* | 2022 |
Wide resnet models for few-shot sound event detection M Willbo, J Martinsson, A Pirinen, O Mogren eps 1, 6, 2022 | 2 | 2022 |
Embodied learning for lifelong visual perception D Nilsson, A Pirinen, E Gärtner, C Sminchisescu arXiv preprint arXiv:2112.14084, 2021 | 2 | 2021 |
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 |
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 | | 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 | | 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 |