publications

2024

  1. debiasing_with_diffusion.png
    Debiasing with Diffusion: Probabilistic reconstruction of Dark Matter fields from galaxies with CAMELS
    Victoria Ono , Core Francisco Park , Nayantara Mudur , and 3 more authors
    Mar 2024
  2. targettrack.png
    Automated neuron tracking inside moving and deforming C. elegans using deep learning and targeted augmentation
    Core Francisco Park , Mahsa Barzegar-Keshteli , Kseniia Korchagina , and 5 more authors
    Nature Methods, Jan 2024

2023

  1. shadow_removal.png
    Hyperspectral shadow removal with Iterative Logistic Regression and latent Parametric Linear Combination of Gaussians
    Core Francisco Park , Maya Nasr , Manuel Pérez-Carrasco , and 3 more authors
    arXiv preprint arXiv:2312.15386, Dec 2023
  2. vdm4cdm_2d.gif
    Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models
    Core Francisco Park , Victoria Ono , Nayantara Mudur , and 2 more authors
    arXiv preprint arXiv:2311.08558, Nov 2023
  3. smartem.png
    SmartEM: machine-learning guided electron microscopy
    Yaron Meirovitch , Core Francisco Park , Lu Mi , and 8 more authors
    bioRxiv, Oct 2023
  4. membrain.png
    mEMbrain: an interactive deep learning MATLAB tool for connectomic segmentation on commodity desktops
    Elisa C Pavarino , Emma Yang , Nagaraju Dhanyasi , and 13 more authors
    Frontiers in Neural Circuits, Jun 2023
  5. dustmap_correction.gif
    Stellar-reddening-based Extinction Maps for Cosmological Applications
    Nayantara Mudur , Core Francisco Park , and Douglas P Finkbeiner
    The Astrophysical Journal, May 2023
  6. high_d_non_gaussianity.png
    Quantification of High-dimensional Non-Gaussianities and Its Implication to Fisher Analysis in Cosmology
    Core Francisco Park , Erwan Allys , Francisco Villaescusa-Navarro , and 1 more author
    The Astrophysical Journal, Apr 2023

2021

  1. vae_latent.png
    Revisiting Latent-Space Interpolation via a Quantitative Evaluation Framework
    Lu Mi , Tianxing He , Core Francisco Park , and 3 more authors
    arXiv preprint arXiv:2110.06421, Oct 2021
  2. whole_brain_imaging.gif
    Natural sensory context drives diverse brain-wide activity during C. elegans mating
    Vladislav Susoy , Wesley Hung , Daniel Witvliet , and 7 more authors
    Cell, Sep 2021