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
“RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019. (5.76 MB) | ,
“Budget-aware Semi-Supervised Semantic and Instance Segmentation”, in CVPR 2019 DeepVision Workshop, Long Beach, CA, USA, 2019. (6.59 MB) | ,
“Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. (2.55 MB) | ,
“Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. (199.14 KB) | ,
“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
“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 | ,Unpublished |
“Efficient Exploration of Region Hierarchies for Semantic Segmentation”. 2015. (11.62 MB) | ,Ms Thesis |
Research Areas
Language and Vision | Internal | Feb 2016 | Dec 2021 | |
Multimodal Deep Reinforcement Learning | Internal | Sep 2016 | Jul 2021 |