Romain Negrel

According to our database, Romain Negrel authored at least 23 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning.

Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Image Compression using only Attention based Neural Networks.

Natacha Luka, Romain Negrel, David Picard

CoRR, 2023

Domain-Aware Augmentations for Unsupervised Online General Continual Learning.

Nicolas Michel, Romain Negrel, Giovanni Chierchia, Jean-François Bercher

CoRR, 2023

New metrics for analyzing continual learners.

Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher, Toshihiko Yamasaki

CoRR, 2023

Learning Representations on the Unit Sphere: Application to Online Continual Learning.

Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher

CoRR, 2023

2022

Self-Supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels.

Irched Chafaa, Romain Negrel, Elena Veronica Belmega, Mérouane Debbah

IEEE Trans. Wirel. Commun., 2022

Online convex optimization in wireless networks and beyond: The feedback-performance trade-off.

Elena Veronica Belmega, Panayotis Mertikopoulos, Romain Negrel

Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022

Robustness to imperfect CSI of power allocation policies in cognitive relay networks.

Yacine Benatia, Romain Negrel, Anne Savard, Elena Veronica Belmega

Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Contrastive Learning for Online Semi-Supervised General Continual Learning.

Nicolas Michel, Romain Negrel, Giovanni Chierchia, Jean-François Bercher

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Unsupervised deep learning to solve power allocation problems in cognitive relay networks.

Yacine Benatia, Anne Savard, Romain Negrel, Elena Veronica Belmega

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

2021

Federated Channel-Beam Mapping: from sub-6GHz to mmWave.

Irched Chafaa, Romain Negrel, Elena Veronica Belmega, Mérouane Debbah

Proceedings of the IEEE Wireless Communications and Networking Conference Workshops, 2021

New hierarchy-based segmentation layer: towards automatic marker proposal.

Gabriel Barbosa da Fonseca, Romain Negrel, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Fuzzy-Marker-Based Segmentation Using Hierarchies.

Gabriel Barbosa da Fonseca, Benjamin Perret, Romain Negrel, Jean Cousty, Silvio Jamil Ferzoli Guimarães

Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

2018

Online convex optimization and no-regret learning: Algorithms, guarantees and applications.

Elena Veronica Belmega, Panayotis Mertikopoulos, Romain Negrel, Luca Sanguinetti

CoRR, 2018

2017

Distributed Stochastic Optimization via Matrix Exponential Learning.

Panayotis Mertikopoulos, Elena Veronica Belmega, Romain Negrel, Luca Sanguinetti

IEEE Trans. Signal Process., 2017

2016

MLBoost Revisited: A Faster Metric Learning Algorithm for Identity-Based Face Retrieval.

Romain Negrel, Alexis Lechervy, Frédéric Jurie

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Boosted Metric Learning for Efficient Identity-Based Face Retrieval.

Romain Negrel, Alexis Lechervy, Frédéric Jurie

Proceedings of the British Machine Vision Conference 2015, 2015

2014

Efficient Metric Learning Based Dimension Reduction Using Sparse Projectors for Image Near Duplicate Retrieval.

Romain Negrel, David Picard, Philippe Henri Gosselin

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Dimensionality reduction of visual features using sparse projectors for content-based image retrieval.

Romain Negrel, David Picard, Philippe Henri Gosselin

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Evaluation of second-order visual features for land-use classification.

Romain Negrel, David Picard, Philippe Henri Gosselin

Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013

Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual Descriptors.

Romain Negrel, David Picard, Philippe Henri Gosselin

IEEE Multim., 2013

2012

Using spatial pyramids with compacted VLAT for image categorization.

Romain Negrel, David Picard, Philippe Henri Gosselin

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Compact tensor based image representation for similarity search.

Romain Negrel, David Picard, Philippe Henri Gosselin

Proceedings of the 19th IEEE International Conference on Image Processing, 2012