508 citations
- Institute for Research in Fundamental SciencesIR469 papers
- California Institute of TechnologyUS393 papers
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51 papers · 1 filter
Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation
Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi +1
Knowledge distillation (KD) is a new method for transferring knowledge of a structure under training to another one. The typical application of KD is in the form of learning a smal…
Dynamical quantum phase transition in a system of non-interacting bosons
Mehdi Abdi
We study a Bose-Einstein condensate at the low energy limit and show that their collective dynamics exhibit interesting quantum dynamical behavior. The system undergoes a dynamical…
Continuous-variable entanglement distillation by cascaded photon replacement
Yasamin Mardani, Milad Ghadimi, Ali Shafiei +1
We study the entanglement distillation in continuous variable systems when a photon replacement protocol is employed. A cascaded protocol is studied and we find that the resultant…
Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks
Zahra Sobhaninia, Ali Emami, Nader Karimi +1
One of the routine examinations that are used for prenatal care in many countries is ultrasound imaging. This procedure provides various information about fetus health and developm…
Robustness and Imperceptibility Enhancement in Watermarked Images by Color Transformation
Maedeh Jamali, Mahnoosh Bagheri, Nader Karimi +1
One of the effective methods for the preservation of copyright ownership of digital media is watermarking. Different watermarking techniques try to set a tradeoff between robustnes…
Numerical Simulation of Jet Mode in Electrospraying of Newtonian and Viscoelastic Fluids
Amirreza Panahi, Ahmad Reza Pishevar, Mohammad Reza Tavakoli
The purpose of this article is to explore the role of viscoelastic properties of polymeric solutions on the jet mode in the electrospray process. In this research, several numerica…