Campbell, Declan Iain

8 publications

ICLR 2026 Bound by Semanticity: Universal Laws Governing the Generalization-Identification Tradeoff Marco Nurisso, Jesseba Fernando, Raj Deshpande, Alan Perotti, Raja Marjieh, Steven M Frankland, Richard Lewis, Taylor Whittington Webb, Declan Iain Campbell, Francesco Vaccarino, Jonathan D. Cohen, Giovanni Petri

ICLR 2026 Visual Symbolic Mechanisms: Emergent Symbol Processing in Vision Language Models Rim Assouel, Declan Iain Campbell, Yoshua Bengio, Taylor Whittington Webb

ICML 2025 Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models Yukang Yang, Declan Iain Campbell, Kaixuan Huang, Mengdi Wang, Jonathan D. Cohen, Taylor Whittington Webb

ICLRW 2025 Understanding Task Representations in Neural Networks via Bayesian Ablation Andrew Joohun Nam, Declan Iain Campbell, Thomas L. Griffiths, Jonathan D. Cohen, Sarah-Jane Leslie

ICLRW 2024 Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction Sreejan Kumar, Raja Marjieh, Byron Zhang, Declan Iain Campbell, Michael Y. Hu, Umang Bhatt, Brenden Lake, Thomas L. Griffiths

ICLRW 2024 Context-Sensitive Semantic Reasoning in Large Language Models Tyler Giallanza, Declan Iain Campbell

ICLRW 2024 Human-like Geometric Abstraction in Large Pre-Trained Neural Networks Declan Iain Campbell, Sreejan Kumar, Tyler Giallanza, Jonathan D. Cohen, Thomas L. Griffiths

NeurIPSW 2024 Investigating Same-Different Concept Understanding in Generative Multimodal Models Sunayana Rane, Declan Iain Campbell, Thomas L. Griffiths