Míriam Bellver
Contributions while at GPI
Journal Articles
, “Mask-guided sample selection for Semi-Supervised Instance Segmentation”, Multimedia Tools and Applications, 2020. (2.2 MB) |
Book Chapters and Books
| , “Hierarchical Object Detection with Deep Reinforcement Learning”, in Deep Learning for Image Processing Applications, vol. 31, Amsterdam, The Netherlands: IOS Press, 2017. |
Conference Papers
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, “RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019. (5.76 MB) |
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, “Budget-aware Semi-Supervised Semantic and Instance Segmentation”, in CVPR 2019 DeepVision Workshop, Long Beach, CA, USA, 2019. (6.59 MB) |
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, “Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. (2.55 MB) |
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, “Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. (199.14 KB) |
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, “Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster”, in International Conference on Computational Science (ICCS), Zurich, Switzerland, 2017. (576.67 KB) |
Theses
| , “Image and Video Object Segmentation in Low Supervision Scenarios”, Universitat Politecnica de Catalunya, Barcelona, 2021. |
Other
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, “Detection-aided medical image segmentation using deep learning”. 2017. (7.07 MB) |
Ms Thesis |
| , “Efficient search of objects in images using deep reinforcement learning”, NIPS Women in Machine Learning Workshop. Barcelona., 2016. | Unpublished |
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, “Efficient Exploration of Region Hierarchies for Semantic Segmentation”. 2015. (11.62 MB) |
Ms Thesis |
Research Areas
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Language and Vision | Internal | Feb 2016 | Dec 2021 |
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Multimodal Deep Reinforcement Learning | Internal | Sep 2016 | Jul 2021 |