Romain Negrel

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Visual Features

Online Convex Optimization

Metric Learning

Top Venues

Publications

Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning. AAAI (2024)
Nicolas Michel, Romain Negrel, Giovanni Chierchia, Jean-François Bercher
Domain-Aware Augmentations for Unsupervised Online General Continual Learning. CoRR (2023)
Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher
Learning Representations on the Unit Sphere: Application to Online Continual Learning. CoRR (2023)
Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher, Toshihiko Yamasaki
New metrics for analyzing continual learners. CoRR (2023)
Natacha Luka, Romain Negrel, David Picard
Image Compression using only Attention based Neural Networks. CoRR (2023)
Nicolas Michel, Romain Negrel, Giovanni Chierchia, Jean-François Bercher
Contrastive Learning for Online Semi-Supervised General Continual Learning. ICIP (2022)
Irched Chafaa, Romain Negrel, Elena Veronica Belmega, Mérouane Debbah
Self-Supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Elena Veronica Belmega, Panayotis Mertikopoulos, Romain Negrel
Online convex optimization in wireless networks and beyond: The feedback-performance trade-off. WiOpt (2022)
Yacine Benatia, Romain Negrel, Anne Savard, Elena Veronica Belmega
Robustness to imperfect CSI of power allocation policies in cognitive relay networks. SPAWC (2022)
Nicolas Michel, Romain Negrel, Giovanni Chierchia, Jean-François Bercher
Contrastive Learning for Online Semi-Supervised General Continual Learning. CoRR (2022)
Yacine Benatia, Anne Savard, Romain Negrel, Elena Veronica Belmega
Unsupervised deep learning to solve power allocation problems in cognitive relay networks. ICC Workshops (2022)
Gabriel Barbosa da Fonseca, Benjamin Perret, Romain Negrel, Jean Cousty, Silvio Jamil Ferzoli Guimarães
Fuzzy-Marker-Based Segmentation Using Hierarchies. DGMM (2021)
Gabriel Barbosa da Fonseca, Romain Negrel, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães
New hierarchy-based segmentation layer: towards automatic marker proposal. SIBGRAPI (2021)
Irched Chafaa, Romain Negrel, Elena Veronica Belmega, Mérouane Debbah
Federated Channel-Beam Mapping: from sub-6GHz to mmWave. WCNC Workshops (2021)
Elena Veronica Belmega, Panayotis Mertikopoulos, Romain Negrel, Luca Sanguinetti
Online convex optimization and no-regret learning: Algorithms, guarantees and applications. CoRR (2018)
Panayotis Mertikopoulos, Elena Veronica Belmega, Romain Negrel, Luca Sanguinetti
Distributed Stochastic Optimization via Matrix Exponential Learning. IEEE Trans. Signal Process. 65 (9) (2017)
Panayotis Mertikopoulos, Elena Veronica Belmega, Romain Negrel, Luca Sanguinetti
Distributed stochastic optimization via matrix exponential learning. CoRR (2016)
Romain Negrel, Alexis Lechervy, Frédéric Jurie
MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval. BMVC (2016)
Romain Negrel, Alexis Lechervy, Frédéric Jurie
Boosted Metric Learning for Efficient Identity-Based Face Retrieval. BMVC (2015)
Romain Negrel, David Picard, Philippe Henri Gosselin
Dimensionality reduction of visual features using sparse projectors for content-based image retrieval. ICIP (2014)
Romain Negrel, David Picard, Philippe Henri Gosselin
Efficient Metric Learning Based Dimension Reduction Using Sparse Projectors for Image Near Duplicate Retrieval. ICPR (2014)
Romain Negrel, David Picard, Philippe Henri Gosselin
Evaluation of second-order visual features for land-use classification. CBMI (2014)
Romain Negrel, David Picard, Philippe Henri Gosselin
Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual Descriptors. IEEE Multim. 20 (3) (2013)
Romain Negrel, David Picard, Philippe Henri Gosselin
Compact tensor based image representation for similarity search. ICIP (2012)
Romain Negrel, David Picard, Philippe Henri Gosselin
Using spatial pyramids with compacted VLAT for image categorization. ICPR (2012)