Markus Frey

3 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) ❓ The Questioner

Venues

ACL (1) AISTATS (1) CVPR (1)

Top co-authors

Joachim Koehler (1) Luisa Victor (1) Anastasiia Filippova (1) Caswell Barry (1) Christian F. Doeller (1) Behzad Shomali (1) Ali Hamza Bashir (1) Tim Selbach (1) Rodrigo González Laiz (1) Mackenzie W Mathis (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Core AI (2) Computer Vision (1) Data Science & Analytics (1) Interdisciplinary (1) Machine Learning (1) Analysis (1) Architectures (1) Cognitive Science (1) Core Methods (1) Learning Types (1) Methods (1) Science (1)

Keywords

contrastive learning (1) mathematical reasoning (1) visual representation (1) time series (1) factorized latent space (1) latent space (1) mechanistic interpretability (1) artificial neural network (1) triplet loss (1) attribution map (1) multilingual model (1) cross-lingual analysis (1) jacobian matrix (1) gradient-based attribution (1) scene perception (1) neural network (1) unsupervised object segmentation (1) egocentric to allocentric transformation (1) language invariance (1) hippocampal dependent (1)

Papers

LLM Parameters for Math Across Languages: Shared or Separate? ACL 2026 Time-series attribution maps with regularized contrastive learning AISTATS 2025 Probing Neural Representations of Scene Perception in a Hippocampally Dependent Task Using Artificial Neural Networks CVPR 2023