Guillem holds an M.Sc. in Mathematics from the Technical University of Munich. While he was a master student he conducted research on multi-object tracking under the supervision of Prof. Dr. Leal-Taixé. Before that, he obtained a B.Sc. in Mathematics with a minor in Computer Science from the University of Barcelona. During his B.S. studies, he worked on interpretable deep learning under Prof. Dr. Vitrià, spent one semester abroad at the University of California at Davis, and completed several internships as a data scientist.
In October 2020, Guillem started a Ph.D. under the supervision of Prof. Dr. Leal-Taixé. His current research interests are centered on learning graph-structured representations for vision tasks, with a focus on video understanding.
2020 |
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![]() Patrick Dendorfer, Aljosa Osep, Anton Milan, Konrad Schindler, Daniel Cremers, Ian Reid, Stefan Roth, and Laura Leal-Taixe. International Journal of Computer Vision (IJCV), 2020. [pdf] | |
![]() Tim Meinhardt and Laura Leal-Taixe. Neural Information Processing Systems (NeurIPS), 2020. [pdf] [code] | |
![]() Marvin Eisenberger, Aysim Toker, Laura Leal-Taixe, and Daniel Cremers. Neural Information Processing Systems (NeurIPS), 2020. [pdf] | |
![]() Patrick Dendorfer, Aljosa Osep, and Laura Leal-Taixe. Asian Conference on Computer Vision (ACCV), 2020. [pdf] [code] [video] [Project Page] | |
![]() Mark Weber, Jonathon Luiten, and Bastian Leibe. International Conference on Intelligent Robots and Systems (IROS), 2020. [pdf] | |
![]() Jonathon Luiten, Aljosa Osep, Patrick Dendorfer, Philip Torr, Andreas Geiger, Laura Leal-Taixe, and Bastian Leibe. International Journal of Computer Vision (IJCV), 2020. [pdf] | |
![]() Sabarinath Mahadevan, Ali Athar, Aljosa Osep, Sebastian Hennen, Laura Leal-Taixe, and Bastian Leibe. British Machine Vision Conference (BMVC), 2020. [pdf] | |
![]() Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, and Laura Leal-Taixe. European Conference on Computer Vision (ECCV), 2020. [pdf] [code] | |
![]() Ali Athar*, Sabarinath Mahadevan*, Aljosa Osep, Laura Leal-Taixe, and Bastian Leibe (* equal contribution). European Conference on Computer Vision (ECCV), 2020. [pdf] | |
![]() Mengyu Chu, You Xie, J. Meyer Laura Leal-Taixe, and Nils Thuerey. SIGGRAPH, 2020. [pdf] | |
![]() Raoul Canameras, Stefan Schuldt, Sherry H. Suyu, Stefan Taubenberger, Tim Meinhardt, Laura Leal-Taixe, Cameron Lemon, Karina Rojas, and Elodie Savary. Astronomy and Astrophysics, 2020. [pdf] | |
![]() Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, and Laura Leal-Taixe. arXiv:2003.09003, 2020. [pdf] | |
![]() Maxim Maximov, Kevin Galim, and Laura Leal-Taixe. Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [pdf] [code] [video] | |
![]() Maxim Maximov*, Ismail Elezi*, and Laura Leal-Taixe (* equal contribution). Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [pdf] [code] [video] | |
![]() Yihong Xu, Aljosa Osep, Yutong Ban, Radu Horaud, Laura Leal-Taixe, and Xavier Alameda-Pineda. Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [pdf] | |
![]() Guillem Braso and Laura Leal-Taixe. Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [pdf] [video] [CVPR daily] | |
![]() Qunjie Zhou, Torsten Sattler, Marc Pollefeys, and Laura Leal-Taixe. IEEE International Conference on Robotics and Automation (ICRA), 2020. [pdf] [code] | |
![]() Aljosa Osep, Paul Voigtlaender, Mark Weber, Jonathon Luiten, and Bastian Leibe. International Conference on Robotics and Automation (ICRA), 2020. [pdf] | |
![]() Kishan Sharma, Moritz Gold, Christian Zurbruegg, Laura Leal-Taixe, and Jan Wegner. Winter Conference on Applications of Computer Vision (WACV), 2020. [pdf] |
2019 |
![]() Philipp Bergmann*, Tim Meinhardt*, and Laura Leal-Taixe (* equal contribution). IEEE International Conference on Computer Vision (ICCV), 2019. [pdf] [code] | |
![]() Maxim Maximov, Tobias Ritschel, Laura Leal-Taixe, and Mario Fritz. International Conference on Computer Vision (ICCV), 2019. [pdf] | |
![]() Qadeer Khan, Patrick Wenzel, Daniel Cremers, and Laura Leal-Taixe. International Conference on Intelligent Robots and Systems (IROS), 2019. [pdf] | |
![]() Johannes Gross, Aljosa Osep, and Bastian Leibe. International Conference on 3D Vision (3DV), 2019. [pdf] [code] | |
![]() Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, and Laura Leal-Taixe. arXiv:1906.04567, 2019. [pdf] | |
![]() Torsten Sattler, Qunjie Zhou, Marc Pollefeys, and Laura Leal-Taixe. Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [pdf] | |
![]() Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, and Bastian Leibe. Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [pdf] [code] | |
![]() Kilian Pfeiffer, Alexander Hermans, Istvan Sarandi, Mark Weber, and Bastian Leibe. German Conference on Pattern Recognition (GCPR), 2019. [pdf] | |
![]() Aljosa Osep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, and Bastian Leibe. International Conference on Robotics and Automation (ICRA), 2019. [pdf] | |
![]() S. Hamid Rezatofighi, Roman Kaskman, Farbod T. Motlagh, Qinfeng Shi, Daniel Cremers, Laura Leal-Taixe, and Ian Reid. arxiv:1805.00613, 2019. [pdf] |
2018 |
![]() Peter Ochs, Tim Meinhardt, Laura Leal-Taixe, and Michael Moeller. IEEE European Conference on Computer Vision (ECCV), 2018. [pdf] [code] | |
![]() Patrick Wenzel, Qadeer Khan, Daniel Cremers, and Laura Leal-Taixe. Conference on Robot Learning (CoRL), 2018. [pdf] [video] | |
![]() C. Hazirbas, L. Leal-Taixe, and D. Cremers. Asian Conference in Computer Vision (ACCV), 2018. [pdf] [challenge] | |
![]() Abhimitra Meka, Maxim Maximov, Michael Zollhoefer, Avishek Chatterjee, Hans-Peter Seidel, Christian Richardt, and Christian Theobalt. Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [pdf] | |
![]() Aljosa Osep, Wolfgang Mehner, Paul Voigtlaender, and Bastian Leibe. International Conference on Robotics and Automation (ICRA), 2018. [pdf] | |
![]() K.-K. Maninis, S. Caelles, Y. Chen, J. Pont-Tuset, L. Leal-Taixe, D. Cremers, and L. Van Gool. Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. [pdf] | |
![]() Emanuel Laude, Jan-Hendrik Lange, Jonas Schuepfer, Csaba Domokos, L. Leal-Taixe, Frank R. Schmidt, Bjoern Andres, and Daniel Cremers. Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [pdf] | |
![]() R. Henschel, L. Leal-Taixe, D. Cremers, and B. Rosenhahn. Computer Vision and Pattern Recognition Workshops (CVPRW), 2018. [pdf] |
2017 |
![]() Tim Meinhardt, Michael Moeller, Caner Hazirbas, and Daniel Cremers. IEEE International Conference on Computer Vision (ICCV), 2017. [pdf] [code] | |
![]() L. Leal-Taixe, A. Milan, K. Schindler, D. Cremers, I. Reid, and S. Roth. arXiv:1704.02781, 2017. [pdf] | |
![]() S. Caelles, K.-K. Maninis, J. Pont-Tuset, L. Leal-Taixe, D. Cremers, and L. Van Gool. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017. [pdf] [code] [CVPR daily] | |
![]() F. Walch, C. Hazirbas, L. Leal-Taixe, T. Sattler, S. Hilsenbeck, and D. Cremers. IEEE International Conference on Computer Vision (ICCV), 2017. [pdf] [challenge] | |
![]() Aljosa Osep, Wolfgang Mehner, Markus Mathias, and Bastian Leibe. International Conference on Robotics and Automation (ICRA), 2017. [pdf] [code] |
2016 |
![]() R. Henschel, L. Leal-Taixe, B. Rosenhahn, and K. Schindler. arXiv:1607.07304, 2016. [pdf] | |
![]() L. Leal-Taixe, C. Canton-Ferrer, and K. Schindler. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR). DeepVision: Deep Learning for Computer Vision., 2016. [pdf] | |
![]() A. Milan, L. Leal-Taixe, I. Reid, S. Roth, and K. Schindler. arXiv:1603.00831, 2016. [pdf] [challenge] | |
![]() Dirk Klostermann, Aljosa Osep, Joerg Stueckler, and Bastian Leibe. British Machine Vision Conference (BMVC), 2016. [pdf] | |
![]() Deyvid Kochanov, Aljosa Osep, Joerg Stueckler, and Bastian Leibe. International Conference on Intelligent Robots and Systems (IROS), 2016. [pdf] | |
![]() Aljosa Osep, Alexander Hermans, Francis Engelmann, Dirk Klostermann, Markus Mathias, and Bastian Leibe. International Conference on Robotics and Automation (ICRA), 2016. [pdf] |
2015 |
![]() M. Fenzi, L. Leal-Taixe, J. Ostermann, and T. Tuytelaars. IEEE International Conference on Computer Vision (ICCV), 2015. [pdf] | |
![]() A. Milan, L. Leal-Taixe, K. Schindler, and I. Reid. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. [pdf] [code] | |
![]() L. Leal-Taixe, A. Milan, I. Reid, S. Roth, and K. Schindler. arXiv:1504.01942, 2015. [pdf] [challenge] | |
![]() D.A.B. Oliveria, L. Leal-Taixe, R.Q. Feitosa, and B. Rosenhahn. Computerized Medical Imaging and Graphics, 2015. [pdf] | |
![]() M. Fenzi, L. Leal-Taixe, K. Schindler, and B. Rosenhahn. IEEE Winter Conference on Applications of Computer Vision (WACV), 2015. [pdf] | |
![]() Dennis Mitzel, Jasper Diesel, Aljosa Osep, Umer Rafi, and Bastian Leibe. International Conference on Robotics and Automation (ICRA), 2015. [pdf] |
2014 |
![]() R. Henschel, L. Leal-Taixe, and B. Rosenhahn. German Conference on Pattern Recognition (GCPR), 2014. [pdf] | |
![]() L. Leal-Taixe, M. Fenzi, A. Kuznetsova, B. Rosenhahn, and S. Savarese. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. [pdf] [code] | |
![]() L. Leal-Taixe. PhD Thesis, 2014. [pdf] |
2013 |
![]() M. Fenzi, L. Leal-Taixe, B. Rosenhahn, and J. Ostermann. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. [pdf] | |
![]() Michael Weinmann, Aljosa Osep, Roland Ruiters, and Reinhard Klein. International Conference on Computer Vision (ICCV), 2013. [pdf] | |
![]() A. Kuznetsova, L. Leal-Taixe, and B. Rosenhahn. IEEE International Conference on Computer Vision (ICCV) Workshops. 3rd Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV), 2013. [pdf] | |
![]() L. Leal-Taixe and B. Rosenhahn. Modeling, Simulation and Visual Analysis of Crowds: A multidisciplinary perspective, Springer Berlin Heidelberg, 2013. [pdf] |
2012 |
![]() F. Dellaert, J.-M. Frahm, M. Pollefeys, L. Leal-Taixe, and B. Rosenhahn. Springer Berlin Heidelberg, 2012. [pdf] | |
![]() M. Fenzi, R. Dragon, L. Leal-Taixe, B. Rosenhahn, and J. Ostermann. German Conference on Pattern Recognition (GCPR), 2012. [pdf] | |
![]() L. Leal-Taixe, G. Pons-Moll, and B. Rosenhahn. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012. [pdf] [code] [poster] [video] | |
![]() L. Leal-Taixe, G. Pons-Moll, and B. Rosenhahn. Outdoor and Large-Scale Real-World Scene Analysis, Springer Berlin Heidelberg, 2012. [pdf] | |
![]() S. Maleschlijski, G. H. Sendra, A. Di Fino, L. Leal-Taixe, I. Thome, A. Terfort, N. Aldred, M. Grunze, A. S. Clare, B. Rosenhahn, and A. Rosenhahn. Biointerphases, 2012. [pdf] | |
![]() G. Pons-Moll, L. Leal-Taixe, J. Gall, and B. Rosenhahn. Outdoor and Large-Scale Real-World Scene Analysis, Springer Berlin Heidelberg, 2012. [pdf] | |
![]() Michael Weinmann, Roland Ruiters, Aljosa Osep, Christopher Schwartz, and Reinhard Klein. British Machine Vision Conference (BMVC), 2012. [pdf] |
2011 |
![]() L. Leal-Taixe, G. Pons-Moll, and B. Rosenhahn. IEEE International Conference on Computer Vision (ICCV) Workshops. 1st Workshop on Modeling, Simulation and Visual Analysis of Large Crowds, 2011. [pdf] [code] [video] | |
![]() S. Maleschlijski, L. Leal-Taixe, S. Weisse, A. Di Fino, N. Aldred, A. S. Clare, G. H. Sendra, B. Rosenhahn, and A. Rosenhahn. Microscopic Image Analysis with Applications in Biology (MIAAB), 2011. [pdf] | |
![]() G. Pons-Moll, L. Leal-Taixe, T. Truong, and B. Rosenhahn. German Conference on Pattern Recognition (GCPR), 2011. [pdf] | |
![]() G. Pons-Moll, A. Baak, J. Gall, L. Leal-Taixe, M. Mueller, H.-P.Seidel, and B. Rosenhahn. IEEE International Conference on Computer Vision (ICCV), 2011. [pdf] [supplementary] | |
![]() L. Leal-Taixe, M. Heydt, A. Rosenhahn, and B. Rosenhahn. Video Processing and Computational Video, Springer Berlin Heidelberg, 2011. [pdf] |
2010 |
![]() L. Leal-Taixe, M. Heydt, S. Weisse, A. Rosenhahn, and B. Rosenhahn. German Conference on Pattern Recognition (GCPR), 2010. [pdf] [video] |
2009 |
![]() L. Leal-Taixe, M. Heydt, A. Rosenhahn, and B. Rosenhahn. IEEE Workshops on Motion and Video Computing (WMVC), 2009. [pdf] | |
![]() L. Leal-Taixe. Master Thesis, 2009. [pdf] | |
![]() L. Leal-Taixe, A. U. Coskun, B. Rosenhahn, and D. Brooks. World Congress on Medical Physics and Biomedical Engineering, 2009. [pdf] |