From a mathematical point of view self-organization can be described as patterns to which certain dynamical systems modeling social dynamics tend spo…

Given a list of k source-sink pairs in an edge-weighted graph G, the minimum multicut problem consists in selecting a set of edges of minimum total w…

This paper addresses the problem of time series forecasting for non-stationary signals and multiple future steps prediction. To handle this challengi…

In this paper, we present a method of verification of collaborative workflow processes based on model checking techniques. In particular, we propose …

Existing region-based object detectors are limited to regions with fixed box geometry to represent objects, even if those are highly non-rectangular.…

Multimodal attentional networks are currently state-of-the-art models for Visual Question Answering (VQA) tasks involving real images. Although atten…

In many wireless networks, there is no fixed physical backbone nor centralized network management. The nodes of such a network have to self-organize …

We obtained an elementary proof of the well-posedness of bilinear Schrödinger equations by adapting classical tools developed by Kato to the simple structure of bilinear conservative systems. The key ingredient of our construction is an a priori upp…

This paper presents an energy estimate in terms of the total variation of the control for bilinear infinite dimensional quantum systems with unbounde…

Bilinear models provide an appealing framework for mixing and merging information in Visual Question Answering (VQA) tasks. They help to learn high l…

While graph-based collaborative filtering recommender systems have been introduced several years ago, there are still several shortcomings to deal wi…

Fluid motion in tanks is usually described in space industry with the so-called Lomen hypothesis which assumes the vorticity is null in the moving fr…

In this paper, we introduce a new model for leveraging unlabeled data to improve generalization performances of image classifiers: a two-branch encod…

Standard approaches for variable selection in linear models are not tailored to deal properly with high dimensional and incomplete data. Currently, m…

Software Product Line Engineering (SPLE) is a software engineering paradigm that focuses on reuse and variability. Although feature-oriented programm…

Let H be a separable Hilbert space (possibly infinite dimensional) with scalar product ⟨⋅,⋅⟩ and ∥⋅∥ the corresponding norm, A,B be two (possibly unbounded) skew-symmetric operators on H. We consider the formal bilinear control system

This the text of a proceeding accepted for the 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS 2014). We present so…

In this work we propose novel decision feedback (DF) detection algorithms with error propagation mitigation capabilities for multi-input multi-output…

We consider nonlinear transport equations with non-local velocity, describing the time-evolution of a measure, which in practice may represent the de…

In recent years, with the advent of the web of data, a growing number of national mapping agencies tend to publish their geospatial data as Linked Da…

Regularization is a big issue for training deep neural networks. In this paper, we propose a new information-theory-based regularization scheme named…

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