Matthew Trager
18 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (10) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (31)
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Conference Polyglot
(6)
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Academic Marathon
(10)
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Topic Evolution
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Century Club
(18)
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Conference Pioneer
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Unstoppable
(7)
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Keyword Collector
(66)
Conferences
CVPR (8)
ICLR (3)
NIPS (3)
ICCV (2)
ECCV (1)
ICML (1)
Top co-authors
Keywords
multi-view geometry
(3)
camera geometry
(2)
epipolar geometry
(2)
camera calibration
(2)
spline interpolation
(2)
structure from motion
(2)
vision-language model
(2)
embedding space
(1)
domain adaptation
(1)
contrastive learning
(1)
adaptive learning
(1)
3d vision
(1)
image captioning
(1)
test-time adaptation
(1)
autoregressive generation
(1)
transfer learning
(1)
similarity measurement
(1)
surface reconstruction
(1)
mutual information
(1)
self-supervised learning
(1)
Papers
Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
ICML 2025
PICASO: Permutation-Invariant Context Composition with State Space Models
ICLR 2025
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding
CVPR 2024
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
NIPS 2024
Multi-Modal Hallucination Control by Visual Information Grounding
CVPR 2024
Meaning Representations from Trajectories in Autoregressive Models
ICLR 2024
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models
ICCV 2023
A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting
CVPR 2023
Train/Test-Time Adaptation With Retrieval
CVPR 2023
Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks
CVPR 2021
Pure and Spurious Critical Points: a Geometric Study of Linear Networks
ICLR 2020
Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry
CVPR 2019
Gradient Dynamics of Shallow Univariate ReLU Networks
NIPS 2019
On the Expressive Power of Deep Polynomial Neural Networks
NIPS 2019
On the Solvability of Viewing Graphs
ECCV 2018
General Models for Rational Cameras and the Case of Two-Slit Projections
CVPR 2017
Consistency of Silhouettes and Their Duals
CVPR 2016
The Joint Image Handbook
ICCV 2015