Publications

• Communication dans un congrès

Quantum solution for solving the Bin Packing problem

Samuel Deleplanque, Amélia Durbec, Amina El Yaagoubi

Quantum optimization shows significant potential in tackling complex combinatorial challenges, prompting our research exploration into the domain of quantum computing to address the Bin Packing Problem (BPP) through Quadratic Unconstrained Binary Optimization (QUBO) formulations. This work-in-…

2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Jul 2024, Vallette, Malta. pp.1420-1423, ⟨10.1109/CoDIT62066.2024.10708635⟩. ⟨hal-04771570⟩

• Article dans une revue

Thermal characterization of Ge-rich GST thin films for phase change memories by Raman thermometry

Akash Patil, Yannick Le-Friec, Pascal Roussel, Yves Deblock, Simon Jeannot, Philippe Boivin, Emmanuel Dubois, Jean-François Robillard

<div><p>Doped GeSbTe (GST)-based phase change materials are of growing interest due to their ability to enable high-temperature data retention for embedded memory applications. This functionality is achieved through Ge enrichment and addition of dopants such as N and C in…

Journal of Applied Physics, 2024, 136, ⟨10.1063/5.0226265⟩. ⟨hal-04764747⟩

• Brevet

Dynamical model compression for deep neural networks

Qingyuan Wang, Deepu John, Barry Cardiff, Antoine Frappe, Benoit Larras

Unknown Region, Patent n° : WO2024223921 (A1) 2024-10-31. 2024, N° de priorité : EP20230170174 20230426 - N° de demande : WO2024EP61699 20240426. ⟨hal-05652909⟩

• Chapitre d'ouvrage

Tiny Models are the Computational Saver for Large Models

Qingyuan Wang, Barry Cardiff, Antoine Frappé, Benoit Larras, Deepu John

Computer Vision – ECCV 2024, 15114, Springer Nature Switzerland, pp.163-182, 2024, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-72992-8_10⟩. ⟨hal-05053902⟩

• Brevet

Dynamical model compression for deep neural networks

Qingyuan Wang, Deepu John, Barry Cardiff, Antoine Frappe, Benoit Larras

Unknown Region, Patent n° : EP4455945 (A1) 2024-10-30. 2024, N° de priorité : EP20230170174 20230426 - N° de demande : EP20230170174 20230426. ⟨hal-05652907⟩

• Communication dans un congrès

Tiny Models are the Computational Saver for Large Models

Qingyuan Wang, Barry Cardiff, Antoine Frappé, Benoit Larras, Deepu John

Computer Vision – ECCV 2024: 18th European Conference, Sep 2024, Milan, Italy. pp.163-182. ⟨hal-05053907⟩

• Communication dans un congrès

Selective Area Epitaxy of In-Plane HgTe Nanostructures on CdTe(001) Substrate

Nicolas Chaize, Xavier Baudry, Jean-Luc Rouviere, Eric Gautier, Pierre-Henri Jouneau, Yves Deblock, Bruno Grandidier, Hermann Sellier, Ludovic Desplanque, Philippe Ballet

Conférence JMC 2024, Oct 2024, Marseille, France. ⟨hal-05546424⟩

• Communication dans un congrès

NEMS reservoir computing with high memory capacity

Toky Harrison Rabenimanana, Pierre Laly, Xin Zhou

Physical reservoir computing is a type of artificial neural network where the dynamic of a physical nonlinear system called reservoir is exploited for information processing. Among the various physical systems proposed for the reservoir, Nano Electromechanical Systems (NEMS) have often been…

19èmes Journées de la Matière Condensée (JMC 2024), Oct 2024, Marseille, France. ⟨hal-04833541⟩

• Communication dans un congrès

Coupled nanomechanical resonators in a multi-tone control scheme

Toky Harrison Rabenimanana, Xin Zhou

The multimode systems in optomechanics and nano/micro-electromechanics have stimulated strong interests in the study of interference processes through multi-tone control. It not only offers the method to cancel the back-action effects of the "cavity force", but also provides the way to…

19èmes Journées de la Matière Condensée (JMC 2024), Oct 2024, Marseille, France. ⟨hal-04833626⟩

• Communication dans un congrès

AdvART: Adversarial Art for Camouflaged Object Detection Attacks

Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani

Physical adversarial attacks pose a significant practical threat as it deceives deep learning systems operating in the real world by producing prominent and maliciously designed physical perturbations. Emphasizing the evaluation of naturalness is crucial in such attacks, as humans can easily detect…

2024 IEEE International Conference on Image Processing (ICIP), Oct 2024, Abu Dhabi, United Arab Emirates. pp.666-672, ⟨10.1109/ICIP51287.2024.10648014⟩. ⟨hal-04964950⟩