Christopher Summerfield
3 papers · 2020–2024 · 1 venue · 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
Jump to papers ↓
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
representation learning
(1)
continual learning
(1)
hebbian learning
(1)
predictive coding
(1)
reward model
(1)
human preference
(1)
modular architecture
(1)
gated network
(1)
large language model
(1)
neural network
(1)
task abstraction
(1)
learning rule
(1)
weight specialization
(1)
contrastive hebbian
(1)
Papers
Flexible task abstractions emerge in linear networks with fast and bounded units
NeurIPS 2024
Fine-tuning language models to find agreement among humans with diverse preferences
NeurIPS 2022
Characterizing emergent representations in a space of candidate learning rules for deep networks
NeurIPS 2020