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10 Publications
2023 | Published | Journal Article | IST-REx-ID: 14739 | 
Ali, Dashti, Aras Asaad, Maria-Jose Jimenez, Vidit Nanda, Eduardo Paluzo-Hidalgo, and Manuel Soriano Trigueros. “A Survey of Vectorization Methods in Topological Data Analysis.” IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE, 2023. https://doi.org/10.1109/tpami.2023.3308391.
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2020 | Published | Journal Article | IST-REx-ID: 18228 |
Sommer, Stefan, and Alex M. Bronstein. “Horizontal Flows and Manifold Stochastics in Geometric Deep Learning.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2020. https://doi.org/10.1109/tpami.2020.2994507.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 18245
Zabatani, Aviad, Vitaly Surazhsky, Erez Sperling, Sagi Ben Moshe, Ohad Menashe, David H. Silver, Zachi Karni, Alex M. Bronstein, Michael K Bronstein, and Ron Kimmel. “Intel® RealSenseTM SR300 Coded Light Depth Camera.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2020. https://doi.org/10.1109/tpami.2019.2915841.
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| PubMed | Europe PMC
2019 | Published | Journal Article | IST-REx-ID: 6554 |
Xian, Yongqin, Christoph Lampert, Bernt Schiele, and Zeynep Akata. “Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2019. https://doi.org/10.1109/tpami.2018.2857768.
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| arXiv
2015 | Published | Journal Article | IST-REx-ID: 18416
Eynard, Davide, Artiom Kovnatsky, Michael M. Bronstein, Klaus Glashoff, and Alex M. Bronstein. “Multimodal Manifold Snalysis by Simultaneous Diagonalization of Laplacians.” IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE, 2015. https://doi.org/10.1109/tpami.2015.2408348.
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2015 | Published | Journal Article | IST-REx-ID: 18415 |
Sprechmann, P., Alex M. Bronstein, and G. Sapiro. “Learning Efficient Sparse and Low Rank Models.” IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE, 2015. https://doi.org/10.1109/tpami.2015.2392779.
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| arXiv
2014 | Published | Journal Article | IST-REx-ID: 18413
Litman, R., and Alex M. Bronstein. “Learning Spectral Descriptors for Deformable Shape Correspondence.” IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE, 2014. https://doi.org/10.1109/tpami.2013.148.
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2014 | Published | Journal Article | IST-REx-ID: 18414 |
Masci, Jonathan, Michael M. Bronstein, Alex M. Bronstein, and Jurgen Schmidhuber. “Multimodal Similarity-Preserving Hashing.” IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE, 2014. https://doi.org/10.1109/tpami.2013.225.
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| arXiv
2012 | Published | Journal Article | IST-REx-ID: 18412
Strecha, C., Alex M. Bronstein, M. M. Bronstein, and P. Fua. “LDAHash: Improved Matching with Smaller Descriptors.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2012. https://doi.org/10.1109/tpami.2011.103.
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2011 | Published | Journal Article | IST-REx-ID: 18411
Bronstein, Michael M, and Alex M. Bronstein. “Shape Recognition with Spectral Distances.” IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers, 2011. https://doi.org/10.1109/tpami.2010.210.
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