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Taylor Webb

3 papers · 2020–2024 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2) ICML (1)

Top co-authors

Jonathan D. Cohen (2) Steven M. Frankland (1) Kia Ghods (1) Declan Campbell (1) Alexander Petrov (1) Zachary Dulberg (1) Thomas L. Griffiths (1) Randall O’Reilly (1) Shanka Subhra Mondal (1) Amogh Joshi (1)

Research topics

Artificial Intelligence (1) Computer Vision (1) Interdisciplinary (1) Machine Learning (1) Analysis (1) Cognitive Science (1) Core AI (1) Core Methods (1) Learning Types (1)

Keywords

visual reasoning (2) multimodal learning (1) vision-language model (1) systematic generalization (1) object-centric representation (1) multi-object scene (1) visual analogy (1) binding problem (1) temporal context normalization (1) relational abstraction (1) representation learning (1) multi-object reasoning (1)

Papers

Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem NeurIPS 2024 Systematic Visual Reasoning through Object-Centric Relational Abstraction NeurIPS 2023 Learning Representations that Support Extrapolation ICML 2020