Andreas S. Tolias

5 papers · 2019–2024 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 👥 Mega-Team · Squad

Venues

ICLR (4) NeurIPS (1)

Top co-authors

Fabian H. Sinz (4) Paul G. Fahey (4) Edgar Y. Walker (3) Alexander S. Ecker (3) Erick Cobos (3) Matthias Bethge (3) Alexander S Ecker (3) Eric Wang (2) Emmanouil Froudarakis (2) Michaela Vystrčilová (2)

Research topics

Machine Learning (5) Deep Learning (4) Core Methods (3) Artificial Intelligence (2) Techniques (2) Computer Vision (1) Analysis (1) Application Areas (1) Architectures (1) Core AI (1) Learning Paradigms (1) Models (1) Optimization & Theory (1)

Keywords

neural response prediction (3) convolutional neural network (3) neuronal responses (2) primary visual cortex (2) representation learning (2) orientation selectivity (1) neural response (1) feature map (1) cell type classification (1) rotation equivariance (1) visual system (1) video input (1) benchmark competition (1) dynamic input (1) functional clustering (1) rotation-invariant clustering (1) transfer learning (1) visual cortex (1) expectation maximization (1) stimulus optimization (1)

Papers

Most discriminative stimuli for functional cell type clustering ICLR 2024 Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos NeurIPS 2024 Generalization in data-driven models of primary visual cortex ICLR 2021 Rotation-invariant clustering of neuronal responses in primary visual cortex ICLR 2020 A rotation-equivariant convolutional neural network model of primary visual cortex ICLR 2019