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5 papers · 1 filter
A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models
Mohammed Hassanin, Nour Moustafa, Murat Tahtali
Deep learning algorithms have been recently targeted by attackers due to their vulnerability. Several research studies have been conducted to address this issue and build more robu…
A supernova remnant associated with a nascent black hole low-mass X-ray binary
N. I. Maxted, A. J. Ruiter, K. Belczynski +2
Energy released when the core of a high-mass star collapses into a black hole often powers an explosion that creates a supernova remnant. Black holes have limited windows of observ…
Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification
Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass
We propose a three-player spectral generative adversarial network (GAN) architecture to afford GAN with the ability to manage minority classes under imbalance conditions. A class-d…
Entanglement demonstration on board a nano-satellite
Aitor Villar, Alexander Lohrmann, Xueliang Bai +14
Global quantum networks for secure communication can be realised using large fleets of satellites distributing entangled photon-pairs between ground-based nodes. Because the cost o…
Sporadic and intense accretion in a 1 Myr-old brown dwarf candidate
D. Nguyen-Thanh, N. Phan-Bao, S. J. Murphy +1
Studying the accretion process in very low-mass objects has important implications for understanding their formation mechanism. Many nearby late-M dwarfs that have previously been…