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 | 95 | 2019 |
On the expressive power of deep polynomial neural networks J Kileel, M Trager, J Bruna Advances in neural information processing systems 32, 2019 | 83 | 2019 |
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 | 65 | 2021 |
Pure and spurious critical points: a geometric study of linear networks M Trager, K Kohn, J Bruna International Conference on Learning Representations (ICLR), 2019 | 35 | 2019 |
The joint image handbook M Trager, M Hebert, J Ponce Proceedings of the IEEE international conference on computer vision, 909-917, 2015 | 34 | 2015 |
Multi-modal hallucination control by visual information grounding A Favero, L Zancato, M Trager, S Choudhary, P Perera, A Achille, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 31 | 2024 |
Congruences and concurrent lines in multi-view geometry J Ponce, B Sturmfels, M Trager Advances in Applied Mathematics 88, 62-91, 2017 | 31 | 2017 |
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 | 23* | 2023 |
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 | 21 | 2023 |
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 | 21 | 2022 |
On the solvability of viewing graphs M Trager, B Osserman, J Ponce Proceedings of the European Conference on Computer Vision (ECCV), 321-335, 2018 | 15 | 2018 |
Trinocular geometry revisited M Trager, J Ponce, M Hebert International Journal of Computer Vision 120, 134-152, 2016 | 13 | 2016 |
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 | 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 | 10 | 2017 |
Function space and critical points of linear convolutional networks K Kohn, G Montúfar, V Shahverdi, M Trager SIAM Journal on Applied Algebra and Geometry 8 (2), 333-362, 2024 | 9 | 2024 |
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 | 9 | 2023 |
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 | 9 | 2019 |
Symmetry breaking in symmetric tensor decomposition Y Arjevani, J Bruna, M Field, J Kileel, M Trager, F Williams arXiv preprint arXiv:2103.06234, 2021 | 8 | 2021 |
Changing views on curves and surfaces K Kohn, B Sturmfels, M Trager Acta Mathematica Vietnamica 43 (1), 1-29, 2018 | 7 | 2018 |
Consistency of silhouettes and their duals M Trager, M Hebert, J Ponce Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 7 | 2016 |