Rosalia Schneider

4 papers · 2020–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👑 Triple Crown

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Stephen Clark (2) Felix Hill (2) Lucas Smaira (1) Adam R Kosiorek (1) Andrew Zisserman (1) Federico Carnevale (1) Arun Ahuja (1) Danilo Jimenez Rezende (1) Greg Wayne (1) Sander Dieleman (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Architectures (2) Core Methods (2) Learning Types · Machine Learning (2) Computer Vision (1) Analysis (1) Application Areas (1) Core AI (1) Generation (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1)

Keywords

self-supervised learning (2) representation learning (2) embedding learning (1) question answering (1) multimodal learning (1) audio-visual learning (1) predictive modeling (1) geometric structure (1) amortized inference (1) latent representation (1) variational autoencoder (1) differentiable rendering (1) neural radiance field (1) systematic generalization (1) 3d scene generation (1) neural network generalization (1) 3d scene (1) video representation (1) 3d environment (1) semantic probing (1)

Papers

NeRF-VAE: A Geometry Aware 3D Scene Generative Model ICML 2021 Environmental drivers of systematicity and generalization in a situated agent ICLR 2020 Probing Emergent Semantics in Predictive Agents via Question Answering ICML 2020 Self-Supervised MultiModal Versatile Networks NeurIPS 2020