423 citations · 1.6k across the 31 of their papers we have counts for
5 papers · 1 filter
Noise Injection Node Regularization for Robust Learning
Noam Levi, Itay M. Bloch, Marat Freytsis +1
We introduce Noise Injection Node Regularization (NINR), a method of injecting structured noise into Deep Neural Networks (DNN) during the training stage, resulting in an emergent…
Noise Injection as a Probe of Deep Learning Dynamics
Noam Levi, Itay Bloch, Marat Freytsis +1
We propose a new method to probe the learning mechanism of Deep Neural Networks (DNN) by perturbing the system using Noise Injection Nodes (NINs). These nodes inject uncorrelated n…
Constraints on axion-like dark matter from a SERF comagnetometer
Itay M. Bloch, Roy Shaham, Yonit Hochberg +3
Ultralight axion-like particles are well-motivated relics that might compose the cosmological dark matter and source anomalous time-dependent magnetic fields. We report on terrestr…
EXCESS workshop: Descriptions of rising low-energy spectra
P. Adari, A. Aguilar-Arevalo, D. Amidei +303
Many low-threshold experiments observe sharply rising event rates of yet unknown origins below a few hundred eV, and larger than expected from known backgrounds. Due to the signifi…
Snowmass2021 Cosmic Frontier: The landscape of low-threshold dark matter direct detection in the next decade
Rouven Essig, Graham K. Giovanetti, Noah Kurinsky +90
The search for particle-like dark matter with meV-to-GeV masses has developed rapidly in the past few years. We summarize the science case for these searches, the recent progress,…