200 citations · 2.2k across the 48 of their papers we have counts for
4 papers · 1 filter
Hardware-friendly Deep Learning by Network Quantization and Binarization
Haotong Qin
Quantization is emerging as an efficient approach to promote hardware-friendly deep learning and run deep neural networks on resource-limited hardware. However, it still causes a s…
EuCAPT White Paper: Opportunities and Challenges for Theoretical Astroparticle Physics in the Next Decade
R. Alves Batista, M. A. Amin, G. Barenboim +134
Astroparticle physics is undergoing a profound transformation, due to a series of extraordinary new results, such as the discovery of high-energy cosmic neutrinos with IceCube, the…
Kink-antikink scattering in a quantum vacuum
Mainak Mukhopadhyay, Evangelos I. Sfakianakis, Tanmay Vachaspati +1
We study kink-antikink scattering in the sine-Gordon model in the presence of interactions with an additional scalar field, , that is in its quantum vacuum. In contrast to the c…
Gravitational waves from spectator Gauge-flation
Oksana Iarygina, Evangelos I. Sfakianakis
We investigate the viability of inflation with a spectator sector comprised of non-Abelian gauge fields coupled through a higher order operator. We dub this model "spectator Gauge-…