Articles

Preprints

• MANTRA: The Manifold Triangulations Assemblage, Rubén Ballester, Ernst Röell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck.
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• Attending to Topological Spaces: The Cellular Transformer, Rubén Ballester et al..
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• Topological data analysis for neural network analysis : A comprehensive survey, Rubén Ballester, Carles Casacuberta, Sergio Escalera.
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Published

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• TopoX: A Suite of Python Packages for Machine Learning on Topological Domains, Mustafa Hajij et al..
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• Decorrelating neurons using persistence, Rubén Ballester, Carles Casacuberta, Sergio Escalera.
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• ICML 2023 Topological Deep Learning Challenge: Design and Results, Mathilde Papillon et al.
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• Predicting the generalization gap in neural networks using topological data analysis, Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera.
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• Deep multimodal pain recognition: a database and comparison of spatio-temporal visual modalities, Mohammad A Haque, Rubén Ballester, Fatemeh Noroozi, Kaustubh Kulkarni, Christian B Laursen, Ramin Irani, Marco Bellantonio, Sergio Escalera, Golamreza Anbarjafari, Kamal Nasrollahi, Ole K Andersen, Erika G Spaich, Thomas B Moeslund.
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