output
20042025
most citedPhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images

9 citations

21 papers

astro-ph.GA2025★ 1 cited

JWST observations of cosmic-ray-excited H in Barnard 68: spatial variations and constraints on cosmic-ray attenuation

David A. Neufeld, Kedron Silsbee, Alexei V. Ivlev +9

We present James Webb Space Telescope (JWST) NIRSpec observations of the starless dark cloud Barnard 68 that reveal the spatially-resolved signature of cosmic-ray excited molecular…

math.CO2025

Fractional balanced chromatic number of signed subcubic graphs

Xiaolan Hu, Luis Kuffner, Jiaao Li +4

A signed graph is a pair , where is a graph and , called signature, is an assignment of signs to the edges. Given a signed graph wit…

eess.IV2023★ 9 cited

PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images

Anis Bourou, Thomas Boyer, Kévin Daupin +4

For the past few years, deep generative models have increasingly been used in biological research for a variety of tasks. Recently, they have proven to be valuable for uncovering s…

cs.PL2023★ 2 cited

Unboxed data constructors -- or, how cpp decides a halting problem

Nicolas Chataing, Stephen Dolan, Gabriel Scherer +1

We propose a new language feature for ML-family languages, the ability to selectively unbox certain data constructors, so that their runtime representation gets compiled away to ju…

stat.ML2023

Implicit regularization of deep residual networks towards neural ODEs

Pierre Marion, Yu-Han Wu, Michael E. Sander +1

Residual neural networks are state-of-the-art deep learning models. Their continuous-depth analog, neural ordinary differential equations (ODEs), are also widely used. Despite thei…

cs.CV2022★ 9 cited

Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation

Alexis Groshenry, Clement Giron, Thomas Lauvaux +2

The new generation of hyperspectral imagers, such as PRISMA, has improved significantly our detection capability of methane (CH4) plumes from space at high spatial resolution (30m)…