Simon Weber
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Mega-Team · Squad
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Renaissance Researcher
(5)
Venues
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Research topics
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Mathematics & Optimization
(3)
Analysis
(3)
Mathematics
(3)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Processing
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Keywords
finsler manifold
(2)
manifold learning
(2)
3d reconstruction
(1)
metric learning
(1)
neural network training
(1)
semantic hierarchy
(1)
shape analysis
(1)
graph embedding
(1)
shape correspondence
(1)
geometric deep learning
(1)
neural network optimization
(1)
numerical optimization
(1)
hierarchical classification
(1)
empirical risk minimization
(1)
semantic segmentation
(1)
spectral analysis
(1)
large multimodal model
(1)
heat kernel
(1)
cross-domain generalization
(1)
learning theory
(1)
Papers
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
EMNLP 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding
CVPR 2025
Finsler-Laplace-Beltrami Operators with Application to Shape Analysis
CVPR 2024
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball
CVPR 2024
Power Variable Projection for Initialization-Free Large-Scale Bundle Adjustment
ECCV 2024
Power Bundle Adjustment for Large-Scale 3D Reconstruction
CVPR 2023
Training Fully Connected Neural Networks is $\exists\mathbb{R}$-Complete
NeurIPS 2023