output
20052025
most citedA Neural-Network-Based Model Predictive Control of Three-Phase Inverter With an Output LC Filter

231 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2021Show all

11 papers · 1 filter

physics.flu-dyn2021★ 7 cited

Enhanced dynamo growth in nonhomogeneous conducting fluids

Florence Marcotte, Basile Gallet, Francois Pétrélis +1

We address magnetic-field generation by dynamo action in systems with inhomogeneous electrical conductivity and magnetic permeability. More specifically, we first show that the Tay…

cs.CV2021★ 16 cited

Multimodal Personality Recognition using Cross-Attention Transformer and Behaviour Encoding

Tanay Agrawal, Dhruv Agarwal, Michal Balazia +2

Personality computing and affective computing have gained recent interest in many research areas. The datasets for the task generally have multiple modalities like video, audio, la…

cs.CV2021★ 12 cited

FLAME: Facial Landmark Heatmap Activated Multimodal Gaze Estimation

Neelabh Sinha, Michal Balazia, Francois Bremond

3D gaze estimation is about predicting the line of sight of a person in 3D space. Person-independent models for the same lack precision due to anatomical differences of subjects, w…

cs.CV2021

Weakly-supervised Joint Anomaly Detection and Classification

Snehashis Majhi, Srijan Das, Francois Bremond +2

Anomaly activities such as robbery, explosion, accidents, etc. need immediate actions for preventing loss of human life and property in real world surveillance systems. Although th…

math.NA2021★ 14 cited

Computational modelling and data-driven homogenisation of knitted membranes

Sumudu Herath, Xiao Xiao, Fehmi Cirak

Knitting is an effective technique for producing complex three-dimensional surfaces owing to the inherent flexibility of interlooped yarns and recent advances in manufacturing prov…

stat.ML2021★ 22 cited

What's a good imputation to predict with missing values?

Marine Le Morvan, Julie Josse, Erwan Scornet +1

How to learn a good predictor on data with missing values? Most efforts focus on first imputing as well as possible and second learning on the completed data to predict the outcome…

math.NA2021★ 18 cited

Infill topology and shape optimisation of lattice-skin structures

Xiao Xiao, Fehmi Cirak

Lattice-skin structures composed of a thin-shell skin and a lattice infill are widespread in nature and large-scale engineering due to their efficiency and exceptional mechanical p…

cs.LG2021★ 8 cited

Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme

K. E. Avrachenkov, V. S. Borkar, H. P. Dolhare +1

We analyze the DQN reinforcement learning algorithm as a stochastic approximation scheme using the o.d.e. (for 'ordinary differential equation') approach and point out certain theo…

math.AC2021★ 3 cited

Computing real radicals by moment optimization

Lorenzo Baldi, Bernard Mourrain

We present a new algorithm for computing the real radical of an ideal and, more generally, the-radical of, which is based on convex moment optimization. A truncated positive generi…

cs.CV2021★ 3 cited

How Unique Is a Face: An Investigative Study

Michal Balazia, S L Happy, Francois Bremond +1

Face recognition has been widely accepted as a means of identification in applications ranging from border control to security in the banking sector. Surprisingly, while widely acc…

cs.CV2021★ 6 cited

A cortical-inspired sub-Riemannian model for Poggendorff-type visual illusions

Emre Baspinar, Luca Calatroni, Valentina Franceschi +1

We consider Wilson-Cowan-type models for the mathematical description of orientation-dependent Poggendorff-like illusions. Our modelling improves two previously proposed cortical-i…