Scholar
Thomas Walker
Google Scholar ID: i2K_5SQAAAAJ
PhD Student, Visual Computing group at University Of Edinburgh
Computer Vision
Geometric Deep Learning
Computer Graphics
Follow
Google Scholar
↗
Citations & Impact
All-time
Citations
15
H-index
1
i10-index
1
Publications
4
Co-authors
0
Publications
8 items
Improving Generative Model Self-Training with Geometrically Modified Outputs
2026
Cited
0
Behavioral Monitoring of JEPA World Models with Jacobian Centroids
2026
Cited
0
The Geometric Structure of Models Learning Sparse Data
2026
Cited
0
Semantic Foam: Unifying Spatial and Semantic Scene Decomposition
2026
Cited
0
The Linear Centroids Hypothesis: How Deep Network Features Represent Data
2026
Cited
0
Beyond Pixel Histories: World Models with Persistent 3D State
2026
Cited
0
GrokAlign: Geometric Characterisation and Acceleration of Grokking
2025
Cited
0
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections
arXiv.org · 2024
Cited
0
