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ORCIDMatthew Trager
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- affiliation: AWS AI Labs, New York, USA
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2020 – today
- 2024
[j4]Kathlén Kohn, Guido Montúfar, Vahid Shahverdi, Matthew Trager:
Function Space and Critical Points of Linear Convolutional Networks. SIAM J. Appl. Algebra Geom. 8(2): 333-362 (2024)- [c16]Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto:
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding. CVPR 2024: 11062-11071 - [c15]Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto:
Multi-Modal Hallucination Control by Visual Information Grounding. CVPR 2024: 14303-14312 - [c14]Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto:
Meaning Representations from Trajectories in Autoregressive Models. ICLR 2024 - [i23]Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto:
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding. CoRR abs/2402.08919 (2024) - [i22]Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto:
Multi-Modal Hallucination Control by Visual Information Grounding. CoRR abs/2403.14003 (2024) - [i21]Benet Oriol Sabat, Alessandro Achille, Matthew Trager, Stefano Soatto:
NeRF-Insert: 3D Local Editing with Multimodal Control Signals. CoRR abs/2404.19204 (2024) - [i20]Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto:
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory. CoRR abs/2407.06324 (2024) - [i19]Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto:
Compositional Structures in Neural Embedding and Interaction Decompositions. CoRR abs/2407.08934 (2024) - 2023
- [c13]Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto:
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting. CVPR 2023: 14984-14993 - [c12]Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto:
Train/Test-Time Adaptation with Retrieval. CVPR 2023: 15911-15921 - [c11]Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto:
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models. ICCV 2023: 15349-15358 - [i18]Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto:
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting. CoRR abs/2302.07994 (2023) - [i17]Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Bing Xiang, Stefano Soatto:
Linear Spaces of Meanings: the Compositional Language of VLMs. CoRR abs/2302.14383 (2023) - [i16]Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto:
Train/Test-Time Adaptation with Retrieval. CoRR abs/2303.14333 (2023) - [i15]Kathlén Kohn, Guido Montúfar, Vahid Shahverdi, Matthew Trager:
Function Space and Critical Points of Linear Convolutional Networks. CoRR abs/2304.05752 (2023) - [i14]Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto:
Prompt Algebra for Task Composition. CoRR abs/2306.00310 (2023) - [i13]Chethan Parameshwara, Alessandro Achille, Matthew Trager, Xiaolong Li, Jiawei Mo, Ashwin Swaminathan, CJ Taylor, Dheera Venkatraman, Xiaohan Fei, Stefano Soatto:
Towards Visual Foundational Models of Physical Scenes. CoRR abs/2306.03727 (2023) - [i12]Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto:
Meaning Representations from Trajectories in Autoregressive Models. CoRR abs/2310.18348 (2023) - 2022
- [j3]Kathlén Kohn
, Thomas Merkh, Guido Montúfar, Matthew Trager:
Geometry of Linear Convolutional Networks. SIAM J. Appl. Algebra Geom. 6(3): 368-406 (2022) - 2021
- [c10]Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin:
Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks. CVPR 2021: 9949-9958 - [i11]Yossi Arjevani, Joan Bruna, Michael Field, Joe Kileel, Matthew Trager, Francis Williams:
Symmetry Breaking in Symmetric Tensor Decomposition. CoRR abs/2103.06234 (2021) - [i10]Kathlén Kohn, Thomas Merkh, Guido Montúfar, Matthew Trager:
Geometry of Linear Convolutional Networks. CoRR abs/2108.01538 (2021) - 2020
- [c9]Matthew Trager, Kathlén Kohn, Joan Bruna:
Pure and Spurious Critical Points: a Geometric Study of Linear Networks. ICLR 2020 - [i9]Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin:
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks. CoRR abs/2006.13782 (2020)
2010 – 2019
- 2019
- [c8]Matthew Trager, Martial Hebert, Jean Ponce:
Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. CVPR 2019: 225-233 - [c7]Francis Williams, Matthew Trager, Daniele Panozzo, Cláudio T. Silva, Denis Zorin, Joan Bruna:
Gradient Dynamics of Shallow Univariate ReLU Networks. NeurIPS 2019: 8376-8385 - [c6]Joe Kileel, Matthew Trager, Joan Bruna:
On the Expressive Power of Deep Polynomial Neural Networks. NeurIPS 2019: 10310-10319 - [i8]Joe Kileel, Matthew Trager, Joan Bruna:
On the Expressive Power of Deep Polynomial Neural Networks. CoRR abs/1905.12207 (2019) - [i7]Francis Williams, Matthew Trager, Cláudio T. Silva, Daniele Panozzo, Denis Zorin, Joan Bruna:
Gradient Dynamics of Shallow Univariate ReLU Networks. CoRR abs/1906.07842 (2019) - [i6]Matthew Trager, Kathlén Kohn, Joan Bruna:
Pure and Spurious Critical Points: a Geometric Study of Linear Networks. CoRR abs/1910.01671 (2019) - 2018
- [b1]Matthew Trager:
Cameras, Shapes, and Contours: Geometric Models in Computer Vision. (Caméras, formes et contours: modèles géométriques en vision par ordinateur). École Normale Supérieure, Paris, France, 2018 - [c5]Boris Bukh, Xavier Goaoc, Alfredo Hubard, Matthew Trager:
Consistent Sets of Lines with no Colorful Incidence. SoCG 2018: 17:1-17:14 - [c4]Matthew Trager, Brian Osserman, Jean Ponce:
On the Solvability of Viewing Graphs. ECCV (16) 2018: 335-350 - [i5]Boris Bukh, Xavier Goaoc, Alfredo Hubard, Matthew Trager:
Consistent sets of lines with no colorful incidence. CoRR abs/1803.06267 (2018) - [i4]Matthew Trager, Brian Osserman, Jean Ponce:
On the Solvability of Viewing Graphs. CoRR abs/1808.02856 (2018) - 2017
- [j2]Jean Ponce, Bernd Sturmfels, Matthew Trager:
Congruences and concurrent lines in multi-view geometry. Adv. Appl. Math. 88: 62-91 (2017) - [c3]Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce:
General Models for Rational Cameras and the Case of Two-Slit Projections. CVPR 2017: 2520-2528 - [i3]Kathlén Kohn, Bernd Sturmfels, Matthew Trager:
Changing Views on Curves and Surfaces. CoRR abs/1707.01877 (2017) - 2016
- [j1]Matthew Trager, Jean Ponce, Martial Hebert:
Trinocular Geometry Revisited. Int. J. Comput. Vis. 120(2): 134-152 (2016) - [c2]Matthew Trager, Martial Hebert, Jean Ponce:
Consistency of Silhouettes and Their Duals. CVPR 2016: 3346-3354 - [i2]Jean Ponce, Bernd Sturmfels, Matthew Trager:
Congruences and Concurrent Lines in Multi-View Geometry. CoRR abs/1608.05924 (2016) - [i1]Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce:
General models for rational cameras and the case of two-slit projections. CoRR abs/1612.01160 (2016) - 2015
- [c1]Matthew Trager, Martial Hebert, Jean Ponce:
The Joint Image Handbook. ICCV 2015: 909-917
Coauthor Index
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