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10 Publications
2023 | Published | Journal Article | IST-REx-ID: 14739 | 
Ali, D., Asaad, A., Jimenez, M.-J., Nanda, V., Paluzo-Hidalgo, E., & Soriano Trigueros, M. (2023). A survey of vectorization methods in topological data analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/tpami.2023.3308391
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2020 | Published | Journal Article | IST-REx-ID: 18228 |
Sommer, S., & Bronstein, A. M. (2020). Horizontal flows and manifold stochastics in geometric deep learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tpami.2020.2994507
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 18245
Zabatani, A., Surazhsky, V., Sperling, E., Moshe, S. B., Menashe, O., Silver, D. H., … Kimmel, R. (2020). Intel® RealSenseTM SR300 coded light depth camera. IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tpami.2019.2915841
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| PubMed | Europe PMC
2019 | Published | Journal Article | IST-REx-ID: 6554 |
Xian, Y., Lampert, C., Schiele, B., & Akata, Z. (2019). 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. https://doi.org/10.1109/tpami.2018.2857768
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| WoS
| arXiv
2015 | Published | Journal Article | IST-REx-ID: 18416
Eynard, D., Kovnatsky, A., Bronstein, M. M., Glashoff, K., & Bronstein, A. M. (2015). Multimodal manifold snalysis by simultaneous diagonalization of Laplacians. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/tpami.2015.2408348
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2015 | Published | Journal Article | IST-REx-ID: 18415 |
Sprechmann, P., Bronstein, A. M., & Sapiro, G. (2015). Learning efficient sparse and low rank models. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/tpami.2015.2392779
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2014 | Published | Journal Article | IST-REx-ID: 18413
Litman, R., & Bronstein, A. M. (2014). Learning spectral descriptors for deformable shape correspondence. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/tpami.2013.148
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2014 | Published | Journal Article | IST-REx-ID: 18414 |
Masci, J., Bronstein, M. M., Bronstein, A. M., & Schmidhuber, J. (2014). Multimodal similarity-preserving hashing. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/tpami.2013.225
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| arXiv
2012 | Published | Journal Article | IST-REx-ID: 18412
Strecha, C., Bronstein, A. M., Bronstein, M. M., & Fua, P. (2012). LDAHash: Improved matching with smaller descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tpami.2011.103
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2011 | Published | Journal Article | IST-REx-ID: 18411
Bronstein, M. M., & Bronstein, A. M. (2011). Shape recognition with spectral distances. IEEE Transactions on Pattern Analysis and Machine Intelligence. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tpami.2010.210
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