Giovanni Chierchia
ESIEE Paris
H-index: 20
Europe-France
Top articles of Giovanni Chierchia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Clustering Dynamics for Improved Speed Prediction Deriving from Topographical GPS Registrations | arXiv preprint arXiv:2402.07507 | Sarah Almeida Carneiro Giovanni Chierchia Aurelie Pirayre Laurent Najman | 2024/2/12 |
End-to-end Ultrametric Learning for Hierarchical Segmentation | Raphael Lapertot Giovanni Chierchia Benjamin Perret | 2024/4/15 | |
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 | 2024/2/20 | |
New metrics for analyzing continual learners | arXiv preprint arXiv:2309.00462 | Nicolas Michel Giovanni Chierchia Romain Negrel Jean-François Bercher Toshihiko Yamasaki | 2023/9/1 |
Learning representations on the unit sphere: Application to online continual learning | arXiv preprint arXiv:2306.03364 | Nicolas Michel Giovanni Chierchia Romain Negrel Jean-François Bercher | 2023/6/6 |
Supervised Learning of Hierarchical Image Segmentation | Raphael Lapertot Giovanni Chierchia Benjamin Perret | 2023/11/27 | |
SWMLP: Shared Weight Multilayer Perceptron for Car Trajectory Speed Prediction using Road Topographical Features | arXiv e-prints | Sarah Almeida Carneiro Giovanni Chierchia Jean Charléty Aurélie Chataignon Laurent Najman | 2023/10 |
DeConDFFuse: Predicting drug–drug interaction using joint deep convolutional transform learning and decision forest fusion framework | Expert Systems with Applications | Pooja Gupta Angshul Majumdar Emilie Chouzenoux Giovanni Chierchia | 2023/10/1 |
Domain-Aware Augmentations for Unsupervised Online General Continual Learning | arXiv preprint arXiv:2309.06896 | Nicolas Michel Romain Negrel Giovanni Chierchia Jean-François Bercher | 2023/9/13 |
Wasserstein-based graph alignment | IEEE Transactions on Signal and Information Processing over Networks | Hermina Petric Maretic Mireille El Gheche Matthias Minder Giovanni Chierchia Pascal Frossard | 2022/4/26 |
Multi-label deep convolutional transform learning for non-intrusive load monitoring | ACM Transactions on Knowledge Discovery from Data (TKDD) | Shikha Singh Emilie Chouzenoux Giovanni Chierchia Angshul Majumdar | 2022/3/10 |
Semi-supervised deep convolutional transform learning for hyperspectral image classification | Shikha Singh Angshul Majumdar Emilie Chouzenoux Giovanni Chierchia | 2022/10/16 | |
Deep convolutional k-means clustering | Anurag Goel Angshul Majumdar Emilie Chouzenoux Giovanni Chierchia | 2022/10/16 | |
Contrastive learning for online semi-supervised general continual learning | Nicolas Michel Romain Negrel Giovanni Chierchia Jean-Fmnçois Bercher | 2022/10/16 | |
FGOT: Graph distances based on filters and optimal transport | Proceedings of the AAAI Conference on Artificial Intelligence | Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia Pascal Frossard | 2022/6/28 |
Yapa: Accelerated Proximal Algorithm for Convex Composite Problems | Giovanni Chierchia Mireille El Gheche | 2021/6/6 | |
SuperDeConFuse: a supervised deep convolutional transform based fusion framework for financial trading systems | Expert Systems with Applications | Pooja Gupta Angshul Majumdar Emilie Chouzenoux Giovanni Chierchia | 2021/5/1 |
ConFuse: Convolutional transform learning fusion framework for multi-channel data analysis | Pooja Gupta Jyoti Maggu Angshul Majumdar Emilie Chouzenoux Giovanni Chierchia | 2021/1/18 | |
Object Detection with Component-Graphs in Multi-band Images: Application to Source Detection in Astronomical Images | IEEE Access | Thanh Xuan Nguyen Giovanni Chierchia Oleksandra Razim Reynier F Peletier Laurent Najman | 2021/11/16 |
Rare bioparticle detection via deep metric learning | RSC advances | Shaobo Luo Yuzhi Shi Lip Ket Chin Yi Zhang Bihan Wen | 2021 |
Co-Authors
