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Machine learning for beam alignment in mmWave networks

Irched Chafaa
Networking and Internet Architecture [cs.NI]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG044⟩
Theses tel-04213444v1
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Second-Order Beurling Approximations and Super-Resolution from Bandlimited Functions

Maxime Ferreira Da Costa
Fourteenth International Conference on Sampling Theory and Applications (SampTA), Yale University, Jul 2023, New Haven, CN, United States
Conference papers hal-04187552v2
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All Predictions Matter: an Online Video Prediction Approach

Melan Vijayaratnam , Marco Cagnazzo , Giuseppe Valenzise , Enzo Tartaglione
11th European Workshop on Visual Information Processing, Sep 2023, Gjøvik, Norway
Conference papers hal-04204130v1
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A Learnable EVC Intra Predictor Using Masked Convolutions

Gabriele Spadaro , Roberto Iacoviello , Alessandra Mosca , Giuseppe Valenzise , Attilio Fiandrotti
International Conference on Image Analysis and Processing, Nov 2023, Udine, Italy. pp.537-549, ⟨10.1007/978-3-031-43148-7_45⟩
Conference papers hal-04201123v1
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Fuel-efficient switching control for platooning systems with deep reinforcement learning

Tiago Rocha Gonçalves , Rafael Fernandes Cunha , Vineeth Satheeskumar Varma , Salah Eddine Elayoubi
IEEE Transactions on Intelligent Transportation Systems, In press, pp.Early Access. ⟨10.1109/TITS.2023.3304977⟩
Journal articles hal-04194739v1

Logical Views of Bell Inequalities

Zeno Toffano
The 23rd Växjö conference on Quantum Foundations - Quantum Information and Probability: from Foundations to Engineering (QIP23), Andrei Khrennikov, Linnaeus University, Jun 2023, Växjö / Sweden, Sweden
Conference papers hal-04188679v1
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On the Degrees of Freedom of RIS-Aided Holographic MIMO Systems

Juan Carlos Ruiz-Sicilia , xuewen qian , Marco Di Renzo , Vincenzo Sciancalepore , Merouane Debbah , et al.
26th International ITG Workshop on Smart Antennas and 13th Conference on Systems, Communications, and Coding, Feb 2023, Brunswick, Germany
Conference papers hal-04186798v1
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A Hybrid Deep Animation Codec for Low-Bitrate Video Conferencing

Goluck Konuko , Stéphane Lathuilière , Giuseppe Valenzise
IEEE International Conference on Image Processing, Oct 2023, Kuala Lumpur (Malaysia), Malaysia
Conference papers hal-04180958v1
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Energy Efficient Routing for Wireless Mesh Networks with Directional Antennas: When Q-learning meets Ant systems

Iyad Lahsen Cherif , Lynda Zitoune , Véronique Vèque
Ad Hoc Networks, 2021, 121, ⟨10.1016/j.adhoc.2021.102589⟩
Journal articles hal-03352353v1
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TIB: A Dataset for Abstractive Summarization of Long Multimodal Videoconference Records

Théo GIGANT , Frédéric Dufaux , Camille Guinaudeau , Marc Decombas
20th International Conference on Content-based Multimedia Indexing (CBMI 2023), ACM, Sep 2023, Orléans, France
Conference papers hal-04168911v1
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A Novel No-Reference Point Clouds Quality Metric using Transformer Similar Architecture

Marouane Tliba , Aladine Chetouani , Giuseppe Valenzise , Frédéric Dufaux
GRETSI '23 :XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04168916v1
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A Probability-Based All-Zero Block Early Termination Algorithm for QSHVC

Dayong Wang , Xin Lu , Frédéric Dufaux , Qianmin Wang , Weisheng Li , et al.
International Conference on Image Processing (ICIP’2023), IEEE, Oct 2023, Kuala Lumpur, Malaysia
Conference papers hal-04149463v1
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Fast Learning-Based Split Type Prediction Algorithm for VVC

Dayong Wang , Liulin Chen , Xin Lu , Frédéric Dufaux , Weisheng Li , et al.
International Conference on Image Processing (ICIP’2023), IEEE, Oct 2023, Kuala Lumpur, Malaysia
Conference papers hal-04149443v1
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Multi-modal Evaluation of 3D Point Clouds Images: A Novel No-Reference Approach using a Multi-Stream Attentive Architecture

Marouane Tliba , Aladine Chetouani , Giuseppe Valenzise , Frédéric Dufaux
European Signal Processing Conference (EUSIPCO 2023), Sep 2023, Helsinki, Finland
Conference papers hal-04135641v1
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Analysis of a continuous-time adaptive voter model

Emmanuel Kravitzch , Yezekael Hayel , Vineeth Varma , Antoine O Berthet
Physical Review E , 2023, 107 (5), pp.054307. ⟨10.1103/physreve.107.054307⟩
Journal articles hal-04168360v1
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Dynamic Placement of O-CU and O-DU Functionalities in Open-RAN Architecture

Hiba Hojeij , Mahdi Sharara , Sahar Hoteit , Véronique Vèque
IEEE International Conference on Sensing, Communication, and Networking, SECON, Sep 2023, Madrid, Spain
Conference papers hal-04117757v2

Minimizing energy consumption by joint radio and computing resource allocation in Cloud-RAN

Mahdi Sharara , Francesca Fossati , Sahar Hoteit , Véronique Vèque , Francesca Bassi
Computer Networks, In press, pp.109870. ⟨10.1016/j.comnet.2023.109870⟩
Journal articles hal-04140752v1
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A Differential Entropy Estimator for Training Neural Networks

Georg Pichler , Pierre Colombo , Malik Boudiaf , Günther Koliander , Pablo Piantanida
39th International Conference on Machine Learning (ICML 2022), Jul 2022, Baltimore, MD, United States
Conference papers hal-03979773v2
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DOCTOR: A Simple Method for Detecting Misclassification Errors

Federica Granese , Marco Romanelli , Daniele Gorla , Catuscia Palamidessi , Pablo Piantanida
Advances in Neural Information Processing Systems (NeurIPS), 2021, Virtual event, United States. pp.5669--5681
Conference papers hal-03624023v2
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Detecting covariate shift with Black Box predictors

Florence Alberge , Clément Feutry , Pierre Duhamel , Pablo Piantanida
International Conference on Telecommunications (ICT 2019), Apr 2019, Hanoi, Vietnam. ⟨10.1109/ICT.2019.8798827⟩
Conference papers hal-02172275v3
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Collaborative information bottleneck

Matias Vera , Leonardo Rey Vega , Pablo Piantanida
IEEE Transactions on Information Theory, 2018, 65 (2), pp.787-815. ⟨10.1109/tit.2018.2883295⟩
Journal articles hal-01436714v2
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A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses

Malik Boudiaf , Jérôme Rony , Imtiaz Masud Ziko , Ismail Ben Ayed , Eric Granger , et al.
16th European Conference on Computer Vision (ECCV), Sep 2021, Glasgow (virtual), United Kingdom. pp.548-564, ⟨10.1007/978-3-030-58539-6_33⟩
Conference papers hal-03351131v2
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Real-Time Privacy-Preserving Data Release for Smart Meters

Mohammadhadi Shateri , Francisco Messina , Pablo Piantanida , Fabrice Labeau
IEEE Transactions on Smart Grid, 2020, pp.1-1. ⟨10.1109/tsg.2020.3005634⟩
Journal articles hal-02951642v2
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Learning Anonymized Representations with Adversarial Neural Networks

Clément Feutry , Pablo Piantanida , Yoshua Bengio , Pierre Duhamel
Preprints, Working Papers, ... hal-01742447v3
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Information Bottleneck and Representation Learning

Pablo Piantanida , Leonardo Rey Vega
Cambridge University Press. Information-Theoretic Methods in Data Science, pp.330-358, 2021, ⟨10.1017/9781108616799.012⟩
Book sections hal-01742456v2
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Learning Semi-Supervised Anonymized Representations by Mutual Information

Clément Feutry , Pablo Piantanida , Pierre Duhamel
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain, France. pp.3467-3471, ⟨10.1109/ICASSP40776.2020.9053379⟩
Conference papers hal-03351090v3
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Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee

Ivan V. Bajić , Marta Mrak , Frédéric Dufaux , Enrico Magli , Tsuhan Chen
IEEE Signal Processing Magazine, 2023, 40 (4), pp.72-79. ⟨10.1109/MSP.2023.3260989⟩
Journal articles hal-04028488v1
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Combustion-Synthesized Porous CuO-CeO2-SiO2 Composites as Solid Catalysts for the Alkenylation of C(sp3)-H Bonds Adjacent to a Heteroatom via Cross-Dehydrogenative Coupling

Ha Le , Vy Nguyen , Hai Pham , Khoa Nguyen , Phuoc Ho , et al.
Catalysts, 2021, 11 (10), pp.1252. ⟨10.3390/catal11101252⟩
Journal articles hal-03698577v1
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Catching the 6G Wave by Using Metamaterials: A Reconfigurable Intelligent Surface Paradigm

Marco Di Renzo , Alexis I Aravanis
Emmanuel Bertin; Noel Crespi; Thomas Magedanz. Shaping Future 6G Networks, 2022 John Wiley & Sons Ltd., 2021, 9781119765516. ⟨10.1002/9781119765554.ch6⟩
Book sections hal-04113860v1
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Broadcasting in Cognitive Radio Networks: A Fountain Codes Approach

Lam-Thanh Tu , Tan Nguyen , Tran Trung Duy , Phuong Tran , Miroslav Voznak , et al.
IEEE Transactions on Vehicular Technology, 2022, 71 (10), pp.11289-11294. ⟨10.1109/TVT.2022.3188969⟩
Journal articles hal-04113437v1