עקוב אחר
Stephanie C.Y. Chan
Stephanie C.Y. Chan
Research Scientist, Google DeepMind
כתובת אימייל מאומתת בדומיין deepmind.com
כותרת
צוטט על ידי
צוטט על ידי
שנה
Can language models learn from explanations in context?
AK Lampinen, I Dasgupta, SCY Chan, K Matthewson, MH Tessler, ...
Findings of EMNLP 2022, 2022
2212022
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
2202022
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
1372022
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
942020
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
922016
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
562022
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
452021
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
342022
On the value of information and other rewards
Y Niv, S Chan
Nature neuroscience 14 (9), 1095, 2011
342011
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
282022
Lingering representations of stimuli influence recall organization
SCY Chan, MC Applegate, NW Morton, SM Polyn, KA Norman
Neuropsychologia 97, 72-82, 2017
28*2017
Genie: Generative interactive environments
J Bruce, MD Dennis, A Edwards, J Parker-Holder, Y Shi, E Hughes, M Lai, ...
Best Paper @ ICML 2024 (International Conference on Machine Learning), 2024
242024
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
152024
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
152023
Many-Shot In-Context Learning
R Agarwal, A Singh, LM Zhang, B Bohnet, S Chan, A Anand, Z Abbas, ...
Oral @ ICML Long Context Workshop, 2024
142024
Zipfian Environments for Reinforcement Learning
SCY Chan, AK Lampinen, PH Richemond, F Hill
Conference on Lifelong Learning Agents (CoLLAs) 2022, 2022
142022
Scalable parallel gene therapy injector array
ES Boyden, S Chan
US Patent 8,708,965, 2014
132014
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
122010
Orbitofrontal cortex and learning predictions of state transitions.
SCY Chan, NW Schuck, N Lopatina, G Schoenbaum, Y Niv
Behavioral neuroscience 135 (4), 487, 2021
92021
A crowded model of visual search
R Rosenholtz, S Chan, B Balas
Journal of Vision 9 (8), 1197-1197, 2009
62009
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20