Follow
Stephanie C.Y. Chan
Stephanie C.Y. Chan
Senior Research Scientist, Google DeepMind
Verified email at deepmind.com
Title
Cited by
Cited by
Year
Can language models learn from explanations in context?
AK Lampinen, I Dasgupta, SCY Chan, K Matthewson, MH Tessler, ...
Findings of EMNLP 2022, 2022
1682022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
SCY Chan, A Santoro, AK Lampinen, JX Wang, A Singh, PH Richemond, ...
Oral @ Neural Information Processing Systems (NeurIPS) 2022, 2022
166*2022
Language models show human-like content effects on reasoning
I Dasgupta, AK Lampinen, SCY Chan, A Creswell, D Kumaran, ...
arXiv preprint arXiv:2207.07051, 2022
1022022
A Probability Distribution over Latent Causes, in the Orbitofrontal Cortex
SCY Chan, Y Niv, KA Norman
The Journal of Neuroscience 36 (30), 7817-7828, 2016
892016
Measuring the Reliability of Reinforcement Learning Algorithms
SCY Chan, S Fishman, J Canny, A Korattikara, S Guadarrama
Spotlight @ International Conference on Learning Representations (ICLR) 2020, 2020
792020
Semantic exploration from language abstractions and pretrained representations
A Tam, N Rabinowitz, A Lampinen, NA Roy, S Chan, DJ Strouse, J Wang, ...
Advances in Neural Information Processing Systems 35, 25377-25389, 2022
502022
Towards mental time travel: a hierarchical memory for reinforcement learning agents
A Lampinen, S Chan, A Banino, F Hill
Advances in Neural Information Processing Systems 34, 28182-28195, 2021
362021
On the value of information and other rewards
Y Niv, S Chan
Nature neuroscience 14 (9), 1095, 2011
332011
Tell me why! Explanations support learning relational and causal structure
AK Lampinen, N Roy, I Dasgupta, SCY Chan, A Tam, J Mcclelland, C Yan, ...
International Conference on Machine Learning, 11868-11890, 2022
282022
Transformers generalize differently from information stored in context vs in weights
SCY Chan, I Dasgupta, J Kim, D Kumaran, AK Lampinen, F Hill
NeurIPS MemARI Workshop 2022, 2022
262022
Lingering representations of stimuli influence recall organization
SCY Chan, MC Applegate, NW Morton, SM Polyn, KA Norman
Neuropsychologia 97, 72-82, 2017
252017
Zipfian Environments for Reinforcement Learning
SCY Chan, AK Lampinen, PH Richemond, F Hill
Conference on Lifelong Learning Agents (CoLLAs) 2022, 2022
122022
Scalable parallel gene therapy injector array
ES Boyden, S Chan
US Patent 8,708,965, 2014
122014
Scalable fluidic injector arrays for viral targeting of intact 3-D brain circuits
S Chan, J Bernstein, E Boyden
JoVE (Journal of Visualized Experiments), e1489-e1489, 2010
102010
Passive learning of active causal strategies in agents and language models
A Lampinen, S Chan, I Dasgupta, A Nam, J Wang
Advances in Neural Information Processing Systems 36, 2024
72024
Orbitofrontal cortex and learning predictions of state transitions.
SCY Chan, NW Schuck, N Lopatina, G Schoenbaum, Y Niv
Behavioral neuroscience 135 (4), 487, 2021
62021
A crowded model of visual search
R Rosenholtz, S Chan, B Balas
Journal of Vision 9 (8), 1197-1197, 2009
62009
The Transient Nature of Emergent In-Context Learning in Transformers
AK Singh, SCY Chan, T Moskovitz, E Grant, AM Saxe, F Hill
Neural Information Processing Systems (NeurIPS) 2023, 2023
22023
Publishing fast and slow: A path toward generalizability in psychology and AI
AK Lampinen, SCY Chan, A Santoro, F Hill
PsyArXiv, 2021
22021
Using a generative adversarial network to explain fMRI data
MB Cai, SCY Chan, Y Niv
NIPS Workshop BigNeuro 2017, 2017
2017
The system can't perform the operation now. Try again later.
Articles 1–20