Matthew Trager

According to our database, Matthew Trager authored at least 36 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Maximally-Informative Retrieval for State Space Model Generation.

Evan Becker, Benjamin Bowman, Matthew Trager, Tian Yu Liu, Luca Zancato, Wei Xia, Stefano Soatto

CoRR, June, 2025

Descriminative-Generative Custom Tokens for Vision-Language Models.

Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto

CoRR, February, 2025

An Invitation to Neuroalgebraic Geometry.

Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathlén Kohn

CoRR, January, 2025

Geometry and Optimization of Shallow Polynomial Networks.

Yossi Arjevani, Joan Bruna, Joe Kileel, Elzbieta Polak, Matthew Trager

CoRR, January, 2025

PICASO: Permutation-Invariant Context Composition with State Space Models.

Tian Yu Liu, Alessandro Achille, Matthew Trager, Aditya Golatkar, Luca Zancato, Stefano Soatto

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Function Space and Critical Points of Linear Convolutional Networks.

Kathlén Kohn, Guido Montúfar, Vahid Shahverdi, Matthew Trager

SIAM J. Appl. Algebra Geom., 2024

Compositional Structures in Neural Embedding and Interaction Decompositions.

Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto

CoRR, 2024

NeRF-Insert: 3D Local Editing with Multimodal Control Signals.

Benet Oriol Sabat, Alessandro Achille, Matthew Trager, Stefano Soatto

CoRR, 2024

B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory.

Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Meaning Representations from Trajectories in Autoregressive Models.

Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Snakes and Ladders: Accelerating SSM Inference with Speculative Decoding.

Yangchao Wu, Yonatan Dukler, Matthew Trager, Alessandro Achille, Wei Xia, Stefano Soatto

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

The N-Grammys: Accelerating Autoregressive Inference with Learning-Free Batched Speculation.

Lawrence Stewart, Matthew Trager, Sujan K. Gonugondla, Stefano Soatto

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

Multi-Modal Hallucination Control by Visual Information Grounding.

Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding.

Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Towards Visual Foundational Models of Physical Scenes.

Chethan Parameshwara, Alessandro Achille, Matthew Trager, Xiaolong Li, Jiawei Mo, Ashwin Swaminathan, CJ Taylor, Dheera Venkatraman, Xiaohan Fei, Stefano Soatto

CoRR, 2023

Prompt Algebra for Task Composition.

Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto

CoRR, 2023

Linear Spaces of Meanings: the Compositional Language of VLMs.

Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Bing Xiang, Stefano Soatto

CoRR, 2023

Linear Spaces of Meanings: Compositional Structures in Vision-Language Models.

Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Train/Test-Time Adaptation with Retrieval.

Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting.

Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Geometry of Linear Convolutional Networks.

Kathlén Kohn, Thomas Merkh, Guido Montúfar, Matthew Trager

SIAM J. Appl. Algebra Geom., 2022

2021

Symmetry Breaking in Symmetric Tensor Decomposition.

Yossi Arjevani, Joan Bruna, Michael Field, Joe Kileel, Matthew Trager, Francis Williams

CoRR, 2021

Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks.

Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Pure and Spurious Critical Points: a Geometric Study of Linear Networks.

Matthew Trager, Kathlén Kohn, Joan Bruna

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Gradient Dynamics of Shallow Univariate ReLU Networks.

Francis Williams, Matthew Trager, Daniele Panozzo, Cláudio T. Silva, Denis Zorin, Joan Bruna

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On the Expressive Power of Deep Polynomial Neural Networks.

Joe Kileel, Matthew Trager, Joan Bruna

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry.

Matthew Trager, Martial Hebert, Jean Ponce

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Cameras, Shapes, and Contours: Geometric Models in Computer Vision. (Caméras, formes et contours: modèles géométriques en vision par ordinateur).

Matthew Trager

PhD thesis, 2018

On the Solvability of Viewing Graphs.

Matthew Trager, Brian Osserman, Jean Ponce

Proceedings of the Computer Vision - ECCV 2018, 2018

Consistent Sets of Lines with no Colorful Incidence.

Boris Bukh, Xavier Goaoc, Alfredo Hubard, Matthew Trager

Proceedings of the 34th International Symposium on Computational Geometry, 2018

2017

Changing Views on Curves and Surfaces.

Kathlén Kohn, Bernd Sturmfels, Matthew Trager

CoRR, 2017

Congruences and concurrent lines in multi-view geometry.

Jean Ponce, Bernd Sturmfels, Matthew Trager

Adv. Appl. Math., 2017

General Models for Rational Cameras and the Case of Two-Slit Projections.

Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Trinocular Geometry Revisited.

Matthew Trager, Jean Ponce, Martial Hebert

Int. J. Comput. Vis., 2016

Consistency of Silhouettes and Their Duals.

Matthew Trager, Martial Hebert, Jean Ponce

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

The Joint Image Handbook.

Matthew Trager, Martial Hebert, Jean Ponce

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015