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Tolga Birdal

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Attending to Topological Spaces: The Cellular Transformer

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May 23, 2024
Rubén Ballester, Pablo Hernández-García, Mathilde Papillon, Claudio Battiloro, Nina Miolane, Tolga Birdal, Carles Casacuberta, Sergio Escalera, Mustafa Hajij

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NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors

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Mar 05, 2024
Yannan He, Garvita Tiwari, Tolga Birdal, Jan Eric Lenssen, Gerard Pons-Moll

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HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation

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Mar 01, 2024
Zhiying Leng, Tolga Birdal, Xiaohui Liang, Federico Tombari

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Position Paper: Challenges and Opportunities in Topological Deep Learning

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Feb 14, 2024
Theodore Papamarkou, Tolga Birdal, Michael Bronstein, Gunnar Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Liò, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T. Schaub, Petar Veličković, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi

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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

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Feb 07, 2024
Mustafa Hajij, Mathilde Papillon, Florian Frantzen, Jens Agerberg, Ibrahem AlJabea, Ruben Ballester, Claudio Battiloro, Guillermo Bernárdez, Tolga Birdal, Aiden Brent, Peter Chin, Sergio Escalera, Simone Fiorellino, Odin Hoff Gardaa, Gurusankar Gopalakrishnan, Devendra Govil, Josef Hoppe, Maneel Reddy Karri, Jude Khouja, Manuel Lecha, Neal Livesay, Jan Meißner, Soham Mukherjee, Alexander Nikitin, Theodore Papamarkou, Jaro Prílepok, Karthikeyan Natesan Ramamurthy, Paul Rosen, Aldo Guzmán-Sáenz, Alessandro Salatiello, Shreyas N. Samaga, Simone Scardapane, Michael T. Schaub, Luca Scofano, Indro Spinelli, Lev Telyatnikov, Quang Truong, Robin Walters, Maosheng Yang, Olga Zaghen, Ghada Zamzmi, Ali Zia, Nina Miolane

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Fun with Flags: Robust Principal Directions via Flag Manifolds

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Jan 08, 2024
Nathan Mankovich, Gustau Camps-Valls, Tolga Birdal

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Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs

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Dec 15, 2023
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, Aldo Guzmán-Sáenz, Tolga Birdal, Michael T. Schaub

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SignAvatars: A Large-scale 3D Sign Language Holistic Motion Dataset and Benchmark

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Oct 31, 2023
Zhengdi Yu, Shaoli Huang, Yongkang Cheng, Tolga Birdal

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Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients

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Oct 23, 2023
Maximilian Krahn, Michelle Sasdelli, Fengyi Yang, Vladislav Golyanik, Juho Kannala, Tat-Jun Chin, Tolga Birdal

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Variational Inference for SDEs Driven by Fractional Noise

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Oct 19, 2023
Rembert Daems, Manfred Opper, Guillaume Crevecoeur, Tolga Birdal

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