Míriam Bellver

Contributions while at GPI

Journal Articles

2020
M. Bellver, Salvador, A., Torres, J., and Giró-i-Nieto, X., “Mask-guided sample selection for Semi-Supervised Instance Segmentation”, Multimedia Tools and Applications, 2020. DOI Google Scholar BibTex (2.2 MB)

Book Chapters and Books

2017
M. Bellver, Giró-i-Nieto, X., Marqués, F., and Torres, J., “Hierarchical Object Detection with Deep Reinforcement Learning”, in Deep Learning for Image Processing Applications, vol. 31, Amsterdam, The Netherlands: IOS Press, 2017. DOI Google Scholar BibTex

Conference Papers

2019
C. Ventura, Bellver, M., Girbau, A., Salvador, A., Marqués, F., and Giró-i-Nieto, X., “RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019. Google Scholar BibTex (5.76 MB)
M. Bellver, Salvador, A., Torres, J., and Giró-i-Nieto, X., “Budget-aware Semi-Supervised Semantic and Instance Segmentation”, in CVPR 2019 DeepVision Workshop, Long Beach, CA, USA, 2019. Google Scholar BibTex (6.59 MB)

2018
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. Google Scholar BibTex (2.55 MB)
A. Salvador, Bellver, M., Baradad, M., Campos, V., Marqués, F., Torres, J., and Giró-i-Nieto, X., “Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. Google Scholar BibTex (199.14 KB)

2017
V. Campos, Sastre, F., Yagües, M., Bellver, M., Giró-i-Nieto, X., and Torres, J., “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. DOI Google Scholar BibTex (576.67 KB)

Theses

2021
M. Bellver, “Image and Video Object Segmentation in Low Supervision Scenarios”, Universitat Politecnica de Catalunya, Barcelona, 2021. Google Scholar BibTex

Other

2017
M. Bellver, “Detection-aided medical image segmentation using deep learning”. 2017. Google Scholar BibTex (7.07 MB)	Ms Thesis

2016
M. Bellver, Giró-i-Nieto, X., and Marqués, F., “Efficient search of objects in images using deep reinforcement learning”, NIPS Women in Machine Learning Workshop. Barcelona., 2016. Google Scholar BibTex	Unpublished

2015
M. Bellver, “Efficient Exploration of Region Hierarchies for Semantic Segmentation”. 2015. Google Scholar BibTex (11.62 MB)	Ms Thesis

Research Areas

	Language and Vision	Internal	Feb 2016	Dec 2021
	Multimodal Deep Reinforcement Learning	Internal	Sep 2016	Jul 2021