Articles with public access mandates - Tolga BirdalLearn more
Available somewhere: 27
Humor: 3d human motion model for robust pose estimation
D Rempe, T Birdal, A Hertzmann, J Yang, S Sridhar, LJ Guibas
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
Mandates: US National Science Foundation, US Department of Defense
Learning multiview 3d point cloud registration
Z Gojcic, C Zhou, JD Wegner, LJ Guibas, T Birdal
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
Mandates: US National Science Foundation, US Department of Defense
Weakly supervised learning of rigid 3D scene flow
Z Gojcic, O Litany, A Wieser, LJ Guibas, T Birdal
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
Mandates: US National Science Foundation, US Department of Defense
Caspr: Learning canonical spatiotemporal point cloud representations
D Rempe, T Birdal, Y Zhao, Z Gojcic, S Sridhar, LJ Guibas
Advances in neural information processing systems 33, 13688-13701, 2020
Mandates: US National Science Foundation, US Department of Defense
Intrinsic dimension, persistent homology and generalization in neural networks
T Birdal, A Lou, LJ Guibas, U Simsekli
Advances in Neural Information Processing Systems 34, 6776-6789, 2021
Mandates: Agence Nationale de la Recherche
Topological Deep Learning: Going Beyond Graph Data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
arXiv preprint arXiv:2206.00606, 2023
Mandates: US National Science Foundation, US National Institutes of Health, UK …
Point2cyl: Reverse engineering 3d objects from point clouds to extrusion cylinders
MA Uy, YY Chang, M Sung, P Goel, JG Lambourne, T Birdal, LJ Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
Mandates: US Department of Defense
Deep bingham networks: Dealing with uncertainty and ambiguity in pose estimation
H Deng, M Bui, N Navab, L Guibas, S Ilic, T Birdal
International Journal of Computer Vision 130 (7), 1627-1654, 2022
Mandates: US National Science Foundation, US Department of Defense
MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization
J Huang, H Wang, T Birdal, M Sung, F Arrigoni, SM Hu, L Guibas
arXiv preprint arXiv:2101.06605, 2021
Mandates: US National Science Foundation, US Department of Defense, National Natural …
Deformation-aware 3d model embedding and retrieval
MA Uy, J Huang, M Sung, T Birdal, L Guibas
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Mandates: US Department of Defense
Quantum permutation synchronization
T Birdal, V Golyanik, C Theobalt, LJ Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Mandates: US Department of Defense, European Commission
Probabilistic permutation synchronization using the riemannian structure of the birkhoff polytope
T Birdal, U Simsekli
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
Mandates: Agence Nationale de la Recherche
Multiway non-rigid point cloud registration via learned functional map synchronization
J Huang, T Birdal, Z Gojcic, LJ Guibas, SM Hu
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (2), 2038-2053, 2022
Mandates: US National Science Foundation, US Department of Defense, National Natural …
Synchronizing probability measures on rotations via optimal transport
T Birdal, M Arbel, U Simsekli, LJ Guibas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
Mandates: US National Science Foundation, US Department of Defense, Agence Nationale …
Position: Topological Deep Learning is the New Frontier for Relational Learning
T Papamarkou, T Birdal, MM Bronstein, GE Carlsson, J Curry, Y Gao, ...
Forty-first International Conference on Machine Learning, 2024
Mandates: European Commission
6D Camera Relocalization in Ambiguous Scenes via Continuous Multimodal Inference
M Bui, T Birdal, H Deng, S Albarqouni, L Guibas, S Ilic, N Navab
European Conference on Computer Vision (ECCV) 12363, 2020
Mandates: US National Science Foundation, US Department of Defense, Federal Ministry …
Q-FW: A hybrid classical-quantum Frank-Wolfe for quadratic binary optimization
A Yurtsever, T Birdal, V Golyanik
European Conference on Computer Vision, 352-369, 2022
Mandates: Knut and Alice Wallenberg Foundation
From planes to corners: Multi-purpose primitive detection in unorganized 3d point clouds
C Sommer, Y Sun, L Guibas, D Cremers, T Birdal
IEEE Robotics and Automation Letters 5 (2), 1764-1771, 2020
Mandates: European Commission
Nrdf: Neural riemannian distance fields for learning articulated pose priors
Y He, G Tiwari, T Birdal, JE Lenssen, G Pons-Moll
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
Mandates: UK Engineering and Physical Sciences Research Council
TopoX: a suite of Python packages for machine learning on topological domains
M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ...
Journal of Machine Learning Research 25 (374), 1-8, 2024
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
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