Matthew Trager

59 papers A* 17Journal 37Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning When to Attend: Conditional Memory Access for Long-Context LLMs. CoRR Sakshi Choudhary, Aditya Chattopadhyay, Luca Zancato, Elvis Nunez, Matthew Trager, Wei Xia, Stefano Soatto
2025	J	`jnl`	An Invitation to Neuroalgebraic Geometry. CoRR Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathlén Kohn
2025	J	`jnl`	Descriminative-Generative Custom Tokens for Vision-Language Models. CoRR Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto
2025	J	`jnl`	Experience-Guided Adaptation of Inference-Time Reasoning Strategies. CoRR Adam Stein, Matthew Trager, Benjamin Bowman, Michael Kleinman, Aditya Chattopadhyay, Wei Xia, Stefano Soatto
2025	J	`jnl`	Geometry and Optimization of Shallow Polynomial Networks. CoRR Yossi Arjevani, Joan Bruna, Joe Kileel, Elzbieta Polak, Matthew Trager
2025	J	`jnl`	LATTS: Locally Adaptive Test-Time Scaling. CoRR Theo Uscidda, Matthew Trager, Michael Kleinman, Aditya Chattopadhyay, Wei Xia, Stefano Soatto
2025	J	`jnl`	Maximally-Informative Retrieval for State Space Model Generation. CoRR Evan Becker, Benjamin Bowman, Matthew Trager, Tian Yu Liu, Luca Zancato, Wei Xia, Stefano Soatto
2025	A*	`conf`	PICASO: Permutation-Invariant Context Composition with State Space Models. ICLR Tian Yu Liu, Alessandro Achille, Matthew Trager, Aditya Golatkar, Luca Zancato, Stefano Soatto
2025	J	`jnl`	PICASO: Permutation-Invariant Context Composition with State Space Models. CoRR Tian Yu Liu, Alessandro Achille, Matthew Trager, Aditya Golatkar, Luca Zancato, Stefano Soatto
2025	—	`conf`	Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry. ICML (Position Papers) Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathlén Kohn
2025	J	`jnl`	e1: Learning Adaptive Control of Reasoning Effort. CoRR Michael Kleinman, Matthew Trager, Alessandro Achille, Wei Xia, Stefano Soatto
2024	A*	`conf`	B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory. NeurIPS Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto
2024	J	`jnl`	B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory. CoRR Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto
2024	J	`jnl`	Compositional Structures in Neural Embedding and Interaction Decompositions. CoRR Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto
2024	J	`jnl`	Function Space and Critical Points of Linear Convolutional Networks. SIAM J. Appl. Algebra Geom. Kathlén Kohn, Guido Montúfar, Vahid Shahverdi, Matthew Trager
2024	A*	`conf`	Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding. CVPR Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto
2024	J	`jnl`	Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding. CoRR Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto
2024	A*	`conf`	Meaning Representations from Trajectories in Autoregressive Models. ICLR Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto
2024	A*	`conf`	Multi-Modal Hallucination Control by Visual Information Grounding. CVPR Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto
2024	J	`jnl`	Multi-Modal Hallucination Control by Visual Information Grounding. CoRR Alessandro Favero, Luca Zancato, Matthew Trager, Siddharth Choudhary, Pramuditha Perera, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto
2024	J	`jnl`	NeRF-Insert: 3D Local Editing with Multimodal Control Signals. CoRR Benet Oriol Sabat, Alessandro Achille, Matthew Trager, Stefano Soatto
2024	—	`conf`	Snakes and Ladders: Accelerating SSM Inference with Speculative Decoding. ENLSP Yangchao Wu, Yonatan Dukler, Matthew Trager, Alessandro Achille, Wei Xia, Stefano Soatto
2024	—	`conf`	The N-Grammys: Accelerating Autoregressive Inference with Learning-Free Batched Speculation. ENLSP Lawrence Stewart, Matthew Trager, Sujan K. Gonugondla, Stefano Soatto
2024	J	`jnl`	The N-Grammys: Accelerating Autoregressive Inference with Learning-Free Batched Speculation. CoRR Lawrence Stewart, Matthew Trager, Sujan Kumar Gonugondla, Stefano Soatto
2023	J	`jnl`	Function Space and Critical Points of Linear Convolutional Networks. CoRR Kathlén Kohn, Guido Montúfar, Vahid Shahverdi, Matthew Trager
2023	A*	`conf`	Linear Spaces of Meanings: Compositional Structures in Vision-Language Models. ICCV Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto
2023	J	`jnl`	Linear Spaces of Meanings: the Compositional Language of VLMs. CoRR Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Bing Xiang, Stefano Soatto
2023	J	`jnl`	Meaning Representations from Trajectories in Autoregressive Models. CoRR Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto
2023	J	`jnl`	Prompt Algebra for Task Composition. CoRR Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto
2023	J	`jnl`	Towards Visual Foundational Models of Physical Scenes. CoRR Chethan Parameshwara, Alessandro Achille, Matthew Trager, Xiaolong Li, Jiawei Mo, Ashwin Swaminathan, CJ Taylor, Dheera Venkatraman, Xiaohan Fei, Stefano Soatto
2023	A*	`conf`	Train/Test-Time Adaptation with Retrieval. CVPR Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto
2023	J	`jnl`	Train/Test-Time Adaptation with Retrieval. CoRR Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto
2023	A*	`conf`	À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting. CVPR Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto
2023	J	`jnl`	À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting. CoRR Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto
2022	J	`jnl`	Geometry of Linear Convolutional Networks. SIAM J. Appl. Algebra Geom. Kathlén Kohn, Thomas Merkh, Guido Montúfar, Matthew Trager
2021	J	`jnl`	Geometry of Linear Convolutional Networks. CoRR Kathlén Kohn, Thomas Merkh, Guido Montúfar, Matthew Trager
2021	A*	`conf`	Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks. CVPR Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin
2021	J	`jnl`	Symmetry Breaking in Symmetric Tensor Decomposition. CoRR Yossi Arjevani, Joan Bruna, Michael Field, Joe Kileel, Matthew Trager, Francis Williams
2020	J	`jnl`	Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks. CoRR Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin
2020	A*	`conf`	Pure and Spurious Critical Points: a Geometric Study of Linear Networks. ICLR Matthew Trager, Kathlén Kohn, Joan Bruna
2019	A*	`conf`	Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. CVPR Matthew Trager, Martial Hebert, Jean Ponce
2019	A*	`conf`	Gradient Dynamics of Shallow Univariate ReLU Networks. NeurIPS Francis Williams, Matthew Trager, Daniele Panozzo, Cláudio T. Silva, Denis Zorin, Joan Bruna
2019	J	`jnl`	Gradient Dynamics of Shallow Univariate ReLU Networks. CoRR Francis Williams, Matthew Trager, Cláudio T. Silva, Daniele Panozzo, Denis Zorin, Joan Bruna
2019	A*	`conf`	On the Expressive Power of Deep Polynomial Neural Networks. NeurIPS Joe Kileel, Matthew Trager, Joan Bruna
2019	J	`jnl`	On the Expressive Power of Deep Polynomial Neural Networks. CoRR Joe Kileel, Matthew Trager, Joan Bruna
2019	J	`jnl`	Pure and Spurious Critical Points: a Geometric Study of Linear Networks. CoRR Matthew Trager, Kathlén Kohn, Joan Bruna
2018	—	`—`	Cameras, Shapes, and Contours: Geometric Models in Computer Vision. (Caméras, formes et contours: modèles géométriques en vision par ordinateur). Matthew Trager
2018	A*	`conf`	Consistent Sets of Lines with no Colorful Incidence. SoCG Boris Bukh, Xavier Goaoc, Alfredo Hubard, Matthew Trager
2018	J	`jnl`	Consistent sets of lines with no colorful incidence. CoRR Boris Bukh, Xavier Goaoc, Alfredo Hubard, Matthew Trager
2018	—	`conf`	On the Solvability of Viewing Graphs. ECCV (16) Matthew Trager, Brian Osserman, Jean Ponce
2018	J	`jnl`	On the Solvability of Viewing Graphs. CoRR Matthew Trager, Brian Osserman, Jean Ponce
2017	J	`jnl`	Changing Views on Curves and Surfaces. CoRR Kathlén Kohn, Bernd Sturmfels, Matthew Trager
2017	J	`jnl`	Congruences and concurrent lines in multi-view geometry. Adv. Appl. Math. Jean Ponce, Bernd Sturmfels, Matthew Trager
2017	A*	`conf`	General Models for Rational Cameras and the Case of Two-Slit Projections. CVPR Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce
2016	J	`jnl`	Congruences and Concurrent Lines in Multi-View Geometry. CoRR Jean Ponce, Bernd Sturmfels, Matthew Trager
2016	A*	`conf`	Consistency of Silhouettes and Their Duals. CVPR Matthew Trager, Martial Hebert, Jean Ponce
2016	J	`jnl`	General models for rational cameras and the case of two-slit projections. CoRR Matthew Trager, Bernd Sturmfels, John F. Canny, Martial Hebert, Jean Ponce
2016	J	`jnl`	Trinocular Geometry Revisited. Int. J. Comput. Vis. Matthew Trager, Jean Ponce, Martial Hebert
2015	A*	`conf`	The Joint Image Handbook. ICCV Matthew Trager, Martial Hebert, Jean Ponce