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Publications associées (33)
Towards a secure and trustworthy imaging with non-fungible tokens
Touradj Ebrahimi, Evgeniy Upenik, Davi Nachtigall Lazzarotto
Non fungible tokens (NFTs) are used to define the ownership of digital assets. More recently, there has been a surge of platforms to auction digital art as well as other digital assets in form of image, video, and audio content of all sorts. Although NFTs ...
2021Computational methods for live heart imaging with speed-constrained microscopes
Imaging methods to capture the beating and developing heart inside embryonic animal models such as the zebrafish are a key component for the study of fundamental biological processes such as cardiac birth defects or tissue regeneration. However, live heart ...
EPFL2021Three-dimensional electrodes for dielectrophoretic applications
This thesis reports the use of metal-coated three-dimensional SU-8 electrodes for dielectrophoretic bio sensing and particle manipulation applications. Placing free standing three-dimensional electrodes in microfluidic channels, electric fields can be appl ...
EPFL2020Energy-based comparison between the Fourier-Galerkin method and the finite element method
The Fourier-Galerkin method (in short FFTH) has gained popularity in numerical homogenisation because it can treat problems with a huge number of degrees of freedom. Because the method incorporates the fast Fourier transform (FFT) in the linear solver, it ...
ELSEVIER2020Self-Binarizing Networks
Sabine Süsstrunk, Radhakrishna Achanta, Fayez Lahoud, Pablo Marquez Neila
We present a method to train self-binarizing neural networks, that is, networks that evolve their weights and activations during training to become binary. To obtain similar binary networks, existing methods rely on the sign activation function. This funct ...
arXiv2019No time for drifting: Comparing performance and applicability of signal detrending algorithms for real-time fMRI
Dimitri Nestor Alice Van De Ville, Frank Scharnowski, Yury Koush, Rotem Roza Kopel
As a consequence of recent technological advances in the field of functional magnetic resonance imaging (fMRI), results can now be made available in real-time. This allows for novel applications such as online quality assurance of the acquisition, intra-op ...
ACADEMIC PRESS INC ELSEVIER SCIENCE2019Efficient Learning from Comparisons
Humans are comparison machines: comparing and choosing an item among a set of alternatives (such as objects or concepts) is arguably one of the most natural ways for us to express our preferences and opinions. In many applications, the analysis of data con ...
EPFL2018Automated microfluidic sorting of mammalian cells labeled with magnetic microparticles for those that efficiently express and secrete a protein of interest
Amar Rida, Nicolas Mermod, Etienne Lançon, Niamh Harraghy
We developed a method for the fast sorting and selection of mammalian cells expressing and secreting a protein at high levels. This procedure relies on cell capture using an automated microfluidic device handling antibody-coupled magnetic microparticles an ...
Wiley2017Just Sort It! A Simple and Effective Approach to Active Preference Learning
Matthias Grossglauser, Lucas Maystre
We address the problem of learning a ranking by using adaptively chosen pairwise comparisons. Our goal is to recover the ranking accurately but to sample the comparisons sparingly. If all comparison outcomes are consistent with the ranking, the optimal sol ...
2017An Evaluation of Diversification Techniques
Karl Aberer, Quoc Viet Hung Nguyen, Thành Tâm Nguyên
Diversification is a method of improving user satisfaction by increasing the variety of information shown to user. Due to the lack of a precise definition of information variety, many diversification techniques have been proposed. These techniques, however ...
Springer2015