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Matthew Trager
Matthew Trager
AWS AI Labs
Verified email at amazon.com
Title
Cited by
Cited by
Year
Gradient dynamics of shallow univariate relu networks
F Williams, M Trager, D Panozzo, C Silva, D Zorin, J Bruna
Advances in Neural Information Processing Systems 32, 2019
812019
On the expressive power of deep polynomial neural networks
J Kileel, M Trager, J Bruna
Advances in neural information processing systems 32, 2019
662019
Neural splines: Fitting 3d surfaces with infinitely-wide neural networks
F Williams, M Trager, J Bruna, D Zorin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
522021
Pure and spurious critical points: a geometric study of linear networks
M Trager, K Kohn, J Bruna
International Conference on Learning Representations (ICLR), 2019
312019
The joint image handbook
M Trager, M Hebert, J Ponce
Proceedings of the IEEE international conference on computer vision, 909-917, 2015
312015
Congruences and concurrent lines in multi-view geometry
J Ponce, B Sturmfels, M Trager
Advances in Applied Mathematics 88, 62-91, 2017
302017
Geometry of linear convolutional networks
K Kohn, T Merkh, G Montúfar, M Trager
SIAM Journal on Applied Algebra and Geometry 6 (3), 368-406, 2022
152022
On the solvability of viewing graphs
M Trager, B Osserman, J Ponce
Proceedings of the European Conference on Computer Vision (ECCV), 321-335, 2018
132018
Trinocular geometry revisited
M Trager, J Ponce, M Hebert
International Journal of Computer Vision 120, 134-152, 2016
132016
Linear spaces of meanings: compositional structures in vision-language models
M Trager, P Perera, L Zancato, A Achille, P Bhatia, S Soatto
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
11*2023
General models for rational cameras and the case of two-slit projections
M Trager, B Sturmfels, J Canny, M Hebert, J Ponce
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
82017
A-la-carte prompt tuning (apt): Combining distinct data via composable prompting
B Bowman, A Achille, L Zancato, M Trager, P Perera, G Paolini, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
72023
Symmetry breaking in symmetric tensor decomposition
Y Arjevani, J Bruna, M Field, J Kileel, M Trager, F Williams
arXiv preprint arXiv:2103.06234, 2021
72021
Coordinate-free carlsson-weinshall duality and relative multi-view geometry
M Trager, M Hebert, J Ponce
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
72019
Changing views on curves and surfaces
K Kohn, B Sturmfels, M Trager
Acta Mathematica Vietnamica 43 (1), 1-29, 2018
62018
Consistency of silhouettes and their duals
M Trager, M Hebert, J Ponce
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
62016
Cameras, Shapes, and Contours: Geometric Models in Computer Vision
M Trager
École Normale Supérieure, Paris, France, 2018
52018
Function space and critical points of linear convolutional networks
K Kohn, G Montúfar, V Shahverdi, M Trager
arXiv preprint arXiv:2304.05752, 2023
42023
Train/test-time adaptation with retrieval
L Zancato, A Achille, TY Liu, M Trager, P Perera, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
42023
Meaning representations from trajectories in autoregressive models
TY Liu, M Trager, A Achille, P Perera, L Zancato, S Soatto
arXiv preprint arXiv:2310.18348, 2023
32023
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