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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. 45(12), 14069–14080.
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| DOI
2020 | Published | Journal Article | IST-REx-ID: 18228 |
Sommer S, Bronstein AM. 2020. Horizontal flows and manifold stochastics in geometric deep learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(2), 811–822.
[Preprint]
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 18245
Zabatani A, Surazhsky V, Sperling E, Moshe SB, Menashe O, Silver DH, Karni Z, Bronstein AM, Bronstein MK, Kimmel R. 2020. Intel® RealSenseTM SR300 coded light depth camera. IEEE Transactions on Pattern Analysis and Machine Intelligence. 42(10), 2333–2345.
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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. 41(9), 2251–2265.
[Preprint]
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| WoS
| arXiv
2015 | Published | Journal Article | IST-REx-ID: 18416
Eynard D, Kovnatsky A, Bronstein MM, Glashoff K, Bronstein AM. 2015. Multimodal manifold snalysis by simultaneous diagonalization of Laplacians. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(12), 2505–2517.
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| PubMed | Europe PMC
2015 | Published | Journal Article | IST-REx-ID: 18415 |
Sprechmann P, Bronstein AM, Sapiro G. 2015. Learning efficient sparse and low rank models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(9), 1821–1833.
[Preprint]
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| arXiv
2014 | Published | Journal Article | IST-REx-ID: 18413
Litman R, Bronstein AM. 2014. Learning spectral descriptors for deformable shape correspondence. IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(1), 171–180.
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| PubMed | Europe PMC
2014 | Published | Journal Article | IST-REx-ID: 18414 |
Masci J, Bronstein MM, Bronstein AM, Schmidhuber J. 2014. Multimodal similarity-preserving hashing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(4), 824–830.
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| arXiv
2012 | Published | Journal Article | IST-REx-ID: 18412
Strecha C, Bronstein AM, Bronstein MM, Fua P. 2012. LDAHash: Improved matching with smaller descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence. 34(1), 66–78.
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2011 | Published | Journal Article | IST-REx-ID: 18411
Bronstein MM, Bronstein AM. 2011. Shape recognition with spectral distances. IEEE Transactions on Pattern Analysis and Machine Intelligence. 33(5), 1065–1071.
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