Kathlén Kohn
8 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🏆
Keyword Champion
(3)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(4)
Architectures
(4)
Computer Vision
(3)
Analysis
(3)
Machine Learning
(2)
Mathematics & Optimization
(2)
Mathematics
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Foundations
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
algebraic geometry
(3)
multi-view geometry
(2)
minimal problem
(2)
critical point
(2)
structure from motion
(2)
loss landscape
(1)
neural network theory
(1)
function space
(1)
convolutional neural network
(1)
implicit bia
(1)
linear network
(1)
camera pose
(1)
camera pose estimation
(1)
self-attention network
(1)
camera model
(1)
projective geometry
(1)
camera calibration
(1)
rolling shutter
(1)
relative pose
(1)
geometric vision
(1)
Papers
Geometry of Lightning Self-Attention: Identifiability and Dimension
ICLR 2025
On the Geometry and Optimization of Polynomial Convolutional Networks
AISTATS 2025
Order-One Rolling Shutter Cameras
CVPR 2025
PLMP - Point-Line Minimal Problems for Projective SfM
ICCV 2025
Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
ICML 2025
PL₁P - Point-line Minimal Problems under Partial Visibility in Three Views
ECCV 2020
Pure and Spurious Critical Points: a Geometric Study of Linear Networks
ICLR 2020
PLMP - Point-Line Minimal Problems in Complete Multi-View Visibility
ICCV 2019