Declan Iain Campbell

Bound by semanticity: universal laws governing the generalization-identification tradeoff

Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models

Visual serial processing deficits explain divergences in human and VLM reasoning

Just-in-time and distributed task representations in language models

Binding Visual Features Point by Point

Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models

Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases