Trager, Matthew

17 publications

ICLR 2025 PICASO: Permutation-Invariant Context Composition with State Space Models Tian Yu Liu, Alessandro Achille, Matthew Trager, Aditya Golatkar, Luca Zancato, Stefano Soatto

ICML 2025 Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta, Matthew Trager, Kathlén Kohn

NeurIPS 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

CVPR 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

ICLR 2024 Meaning Representations from Trajectories in Autoregressive Models Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto

CVPR 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

CVPR 2023 A-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

ICCV 2023 Linear Spaces of Meanings: Compositional Structures in Vision-Language Models Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto

CVPR 2023 Train/Test-Time Adaptation with Retrieval Luca Zancato, Alessandro Achille, Tian Yu Liu, Matthew Trager, Pramuditha Perera, Stefano Soatto

CVPR 2021 Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks Francis Williams, Matthew Trager, Joan Bruna, Denis Zorin

ICLR 2020 Pure and Spurious Critical Points: A Geometric Study of Linear Networks Matthew Trager, Kathlén Kohn, Joan Bruna

NeurIPS 2019 Gradient Dynamics of Shallow Univariate ReLU Networks Francis Williams, Matthew Trager, Daniele Panozzo, Claudio Silva, Denis Zorin, Joan Bruna

NeurIPS 2019 On the Expressive Power of Deep Polynomial Neural Networks Joe Kileel, Matthew Trager, Joan Bruna

ECCV 2018 On the Solvability of Viewing Graphs Matthew Trager, Brian Osserman, Jean Ponce

CVPR 2017 General Models for Rational Cameras and the Case of Two-Slit Projections Matthew Trager, Bernd Sturmfels, John Canny, Martial Hebert, Jean Ponce

CVPR 2016 Consistency of Silhouettes and Their Duals Matthew Trager, Martial Hebert, Jean Ponce

ICCV 2015 The Joint Image Handbook Matthew Trager, Martial Hebert, Jean Ponce