Publications
Showing 18 of 24 publications
SmartEM: machine-learning guided electron microscopy
Y. Meirovitch, C.F. Park, L. Mi, P. Potocek, S. Sawmya, Y. Li, Y. Wu, R. Schalek, H. Pfister, R. Schoenmakers, M. Peemen, J.W. Lichtman, A.D.T. Samuel, N. Shavit
In-Context Learning Strategies Emerge Rationally
D. Wurgaft, E.S. Lubana, C.F. Park, H. Tanaka, G. Reddy, N.D. Goodman
Decomposing Elements of Problem Solving: What 'Math' Does RL Teach?
T. Qin, C.F. Park, M. Kwun, A. Walsman, E. Malach, N. Anand, H. Tanaka, D. Alvarez-Melis
New News: System-2 Fine-tuning for Robust Integration of New Knowledge
C.F. Park, Z. Zhang, H. Tanaka
Deep Learning as a Scientific Tool and a Model Organism of Intelligence
C.F. Park
Competition Dynamics Shape Algorithmic Phases of In-Context Learning
C.F. Park, E.S. Lubana, H. Tanaka
ICLR: In-Context Learning of Representations
C.F. Park, A. Lee, E.S. Lubana, Y. Yang, M. Okawa, K. Nishi, M. Wattenberg, H. Tanaka
Swing-by Dynamics in Concept Learning and Compositional Generalization
Y. Yang, C.F. Park, E.S. Lubana, M. Okawa, W. Hu, H. Tanaka
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space
C.F. Park, M. Okawa, A. Lee, H. Tanaka, E.S. Lubana
3D Reconstruction of Dark Matter Fields with Diffusion Models: Towards Application to Galaxy Surveys
C.F. Park, N. Mudur, C. Cuesta-Lazaro, Y. Ni, V. Ono, D.P. Finkbeiner
Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies with CAMELS
V. Ono, C.F. Park, N. Mudur, Y. Ni, C. Cuesta-Lazaro, F. Villaescusa-Navarro
Automated neuron tracking inside moving and deforming animals using deep learning and targeted augmentation
C.F. Park, M.B. Keshteli, K. Korchagina, A. Delrocq, V. Susoy, C.L. Jones, A.D.T. Samuel, S.J. Rahi
Probabilistic reconstruction of Dark Matter fields from galaxies using diffusion models
C.F. Park, V. Ono, C. Cuesta-Lazaro, Y. Ni, N. Mudur
Hyperspectral shadow removal with iterative logistic regression and latent Parametric Linear Combination of Gaussians
C.F. Park, C. Garraffo
Stellar Reddening Based Extinction Maps for Cosmological Applications
N. Mudur, C.F. Park, D.P. Finkbeiner
Quantification of high dimensional non-Gaussianities and its implication to Fisher analysis in cosmology
C.F. Park, E. Allys, F.V. Navarro, D.P. Finkbeiner
Natural sensory context drives diverse brain-wide activity during C. elegans mating
V. Susoy, W. Hung, D. Witvliet, J.E. Whitener, M. Wu, C.F. Park, B.J. Graham, M. Zhen, V. Venkatachalam, A.D.T. Samuel
Real time DAQ setup and dead-time measurement for CAPP 18T Dark Matter Axion Search and its first results
C.F. Park