Articles by LTCI | Synthical

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LTCI

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Articles

238

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Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport

15 January 2024 by Bernardo Torres and others at

LTCI

Sound, Machine Learning

Information-theoretic generalization bounds for learning from quantum data

18 June 2024 by Matthias Caro and others at

LTCI

Quantum Physics, Computational Complexity

Tailoring Mixup to Data for Calibration

11 June 2024 by Quentin Bouniot and others at

LTCI

Machine Learning, Artificial Intelligence

Infusion: internal diffusion for inpainting of dynamic textures and complex motion

28 August 2024 by Nicolas Cherel and others at

LTCI

Computer Vision and Pattern Recognition

Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing

9 February 2024 by Côme Peladeau and Geoffroy Peeters at

LTCI

Sound, Audio and Speech Processing

Towards image compression with perfect realism at ultra-low bitrates

19 March 2024 by Marlène Careil and others at

LTCI

Computer Vision and Pattern Recognition, Image and Video Processing

Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences

22 September 2023 by Hugo Malard and others at

LTCI

Audio and Speech Processing, Machine Learning

Innovative Countermeasures to Defeat Cyber Attacks Against Blockchain Wallets: A Crypto Terminal Use Case

30 March 2023 by Pascal Urien at

LTCI

Cryptography and Security

Vector-Valued Least-Squares Regression under Output Regularity Assumptions

16 November 2022 by Luc Brogat-Motte and others at

LTCI

Machine Learning

Packed-Ensembles for Efficient Uncertainty Estimation

30 March 2023 by Olivier Laurent and others at

LTCI

Machine Learning

New penalized criteria for smooth non-negative tensor factorization with missing entries

22 March 2022 by Amaury Durand and others at

LTCI

Signal Processing

Worldwide Gender Differences in Public Code Contributions

15 February 2022 by Davide Rossi and Stefano Zacchiroli at

LTCI

Software Engineering

10 Gbit/s free space data transmission at 9 μm wavelength with unipolar quantum optoelectronics

13 October 2021 by Hamza Dely and others at

LTCI

Instrumentation and Detectors, Quantum Physics

General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator

8 June 2021 by Tepmony Sim and others at

LTCI

Statistics Theory, Probability

Soft Walks: Real-Time, Two-Ways Interaction between a Character and Loose Grounds

26 April 2021 by Chloé Paliard and others at

LTCI

Graphics

A review of deep-learning techniques for SAR image restoration

28 January 2021 by Loïc Denis and others at

LTCI

Image and Video Processing

Distributed speech separation in spatially unconstrained microphone arrays

8 February 2021 by Nicolas Furnon and others at

LTCI

Signal Processing

End-to-end deep metamodeling to calibrate and optimize energy loads

19 June 2020 by Max Cohen and others at

LTCI

Signal Processing, Machine Learning

Gaussian linear approximation for the estimation of the Shapley effects

3 June 2020 by Baptiste Broto and others at

LTCI

Statistics Theory

DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays

16 March 2020 by Nicolas Furnon and others at

LTCI

Sound, Artificial Intelligence

Weighted Sum-Rate Maximization in Multi-Carrier NOMA with Cellular Power Constraint

3 October 2019 by Lou Salaün and others at

LTCI

Networking and Internet Architecture

Optimal Joint Subcarrier and Power Allocation in NOMA is Strongly NP-Hard

3 October 2019 by Lou Salaün and others at

LTCI

Computational Complexity, Information Theory

A Multivariate Extreme Value Theory Approach to Anomaly Clustering and Visualization

17 July 2019 by Maël Chiapino and others at

LTCI

Methodology, Applications

Principal Component Analysis for Multivariate Extremes

26 June 2019 by Holger Drees and Anne Sabourin at

LTCI

Statistics Theory, Methodology

Anticanonical codes from del Pezzo surfaces with Picard rank one

22 March 2019 by Régis Blache and others at

LTCI

Algebraic Geometry, Information Theory

Part-based approximations for morphological operators using asymmetric auto-encoders

3 April 2019 by Bastien Ponchon and others at

LTCI

Computer Vision and Pattern Recognition, Machine Learning

Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks

8 April 2019 by Yunxiang Zhang and others at

LTCI

Statistics Theory, Computer Vision and Pattern Recognition

A generic coordinate descent solver for nonsmooth convex optimization

26 September 2019 by Olivier Fercoq at

LTCI

Optimization and Control

How To Dimension Radio Resources When Users Are Distributed on Roads Modeled by Poisson Line Process

4 February 2020 by Jalal Rachad and others at

LTCI

Networking and Internet Architecture, Signal Processing

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Statistics Theory Machine Learning Probability Information Theory Networking and Internet Architecture Applications Computer Vision and Pattern Recognition Computation Methodology Human-Computer Interaction Optimization and Control Social and Information Networks Sound Audio and Speech Processing Signal Processing