Showing cs.LGShow all
3 papers · 1 filter
cs.LG2026
DANCE: Detect and Classify Events in EEG
Jarod Lévy, Hubert Banville, Jérémy Rapin +3
Event identification in continuous neural recordings is a critical task in neuroscience. Decoding in EEG is dominated by classifying windows aligned to known event onsets. However,…
cs.LG2026
Geometry-Aware Discretization Error of Diffusion Models
Samuel Hurault, Thomas Moreau, Gabriel Peyré
Practical diffusion sampling requires simulating a reverse-time ODE or SDE with a limited number of denoising steps, making the choice of sampling parameters crucial for minimizing…
cs.LG2025
RoseCDL: Robust and Scalable Convolutional Dictionary Learning for Rare event and Anomaly Detection
Jad Yehya, Mansour Benbakoura, Cédric Allain +3
Detecting rare events and anomalies in large-scale signals is essential in fields such as astronomy, physical simulations, and biomedical science. In many cases, this problem natur…