96 citations · 307 across the 10 of their papers we have counts for
10 papers
How to Train an Accurate and Efficient Object Detection Model on Any Dataset
Galina Zalesskaya, Bogna Bylicka, Eugene Liu
The rapidly evolving industry demands high accuracy of the models without the need for time-consuming and computationally expensive experiments required for fine-tuning. Moreover,…
Witnessing non-Markovian dynamics through correlations
Dario De Santis, Markus Johansson, Bogna Bylicka +2
Non-Markovian effects in an open-system dynamics are usually associated to information backflows from the environment to the system. However, the way these backflows manifest and h…
A correlation measure detecting almost all non-Markovian evolutions
Dario De Santis, Markus Johansson, Bogna Bylicka +2
We investigate the ability of correlation measures to witness non-Markovian open quantum system dynamics. It is shown that the mutual information and any entanglement measure betwe…
Adding dynamical generators in quantum master equations
Jan Kolodynski, Jonatan Bohr Brask, Marti Perarnau-Llobet +1
The quantum master equation is a widespread approach to describing open quantum system dynamics. In this approach, the effect of the environment on the system evolution is entirely…
Constructive method for detecting the information backflow of bijective non-completely-positive-divisible dynamics
Bogna Bylicka, Markus Johansson, Antonio Acin
We investigate the relation between two approaches to the characterisation of quantum Markovianity, divisibility and lack of information backflow. We show that a bijective dynamica…
Thermodynamic meaning and power of non-Markovianity
Bogna Bylicka, Mikko Tukiainen, Jyrki Piilo +2
We establish a connection between non-Markovian memory effects and thermodynamical quantities such as work. We show how memory effects can be interpreted as revivals of work that c…