Matthew Trager
18 papers · 2015–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(86)
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(7)
Architectures
(7)
Core Methods
(6)
Artificial Intelligence
(5)
Mathematics & Optimization
(5)
Computer Vision
(4)
Analysis
(4)
Core AI
(4)
Mathematics
(4)
Optimization & Theory Β· Machine Learning
(4)
Computer Science
(2)
Natural Language Processing
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
multi-view geometry
(3)
camera geometry
(2)
vision-language model
(2)
spline interpolation
(2)
structure from motion
(2)
epipolar geometry
(2)
state space model
(2)
camera calibration
(2)
domain adaptation
(1)
information retrieval
(1)
transfer learning
(1)
autoregressive generation
(1)
image captioning
(1)
adaptive learning
(1)
contrastive learning
(1)
self-supervised learning
(1)
neural network optimization
(1)
direct preference optimization
(1)
zero-shot learning
(1)
visual grounding
(1)
Papers
PICASO: Permutation-Invariant Context Composition with State Space Models
ICLR 2025
Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
ICML 2025
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
NeurIPS 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding
CVPR 2024
Meaning Representations from Trajectories in Autoregressive Models
ICLR 2024
Multi-Modal Hallucination Control by Visual Information Grounding
CVPR 2024
A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting
CVPR 2023
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models
ICCV 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
NeurIPS 2019
On the Expressive Power of Deep Polynomial Neural Networks
NeurIPS 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