conftrace_

Will Dorrell

4 papers · 2023–2025 · 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 🐣 Hot Topic Early Bird

Venues

ICLR (3) ICML (1)

Top co-authors

James C. R. Whittington (3) Peter E. Latham (3) Surya Ganguli (1) Maria Yuffa (1) Timothy Behrens (1) Jiajun Wu (1) Timothy Edward John Behrens (1) Luke Hollingsworth (1) Chelsea Finn (1) Jin Hwa Lee (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Core Methods (3) Deep Learning (2) Optimization & Theory (2) Architectures (1) Learning Paradigms (1) Models (1)

Keywords

energy efficiency (2) neural coding (1) spiking neural network (1) disentangled representation (1) inductive bia (1) variational autoencoder (1) neural circuit (1) grid cell (1) internal representation (1) representation theory (1) neural network (1) modular representation (1) task variation (1) cell type (1) actionable representation (1) representation learning (1) nonnegativity constraint (1)

Papers

Range, not Independence, Drives Modularity in Biologically Inspired Representations ICLR 2025 Actionable Neural Representations: Grid Cells from Minimal Constraints ICLR 2023 Disentanglement with Biological Constraints: A Theory of Functional Cell Types ICLR 2023 Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023