Hichem Sahbi

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 85

Top Venues

Publications

Ahmed Mazari, Hichem Sahbi
Deep multiple aggregation networks for action recognition. Int. J. Multim. Inf. Retr. 13 (1) (2024)
Hichem Sahbi
DAMP: Distribution-Aware Magnitude Pruning for Budget-Sensitive Graph Convolutional Networks. ICASSP (2024)
Hichem Sahbi
TCMP: End-to-End Topologically Consistent Magnitude Pruning for Miniaturized Graph Convolutional Networks. ICASSP (2024)
Jie Mei, Mingyuan Jiu, Hichem Sahbi, Xiaoheng Jiang, Mingliang Xu
Few-Shot Object Detection with Sparse Context Transformers. CoRR (2024)
Rémi Marsal, Florian Chabot, Angelique Loesch, William Grolleau, Hichem Sahbi
MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable Uncertainty. WACV (2024)
Hichem Sahbi, Sebastien Deschamps
Frugal Satellite Image Change Detection with Deep-Net Inversion. CoRR (2023)
Rémi Marsal, Florian Chabot, Angélique Loesch, Hichem Sahbi
BrightFlow: Brightness-Change-Aware Unsupervised Learning of Optical Flow. WACV (2023)
Hichem Sahbi, Sebastien Deschamps
Adversarial Label-Efficient Satellite Image Change Detection. IGARSS (2023)
Hichem Sahbi
Miniaturized Graph Convolutional Networks with Topologically Consistent Pruning. CoRR (2023)
Rémi Marsal, Florian Chabot, Angelique Loesch, William Grolleau, Hichem Sahbi
MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable Uncertainty. CoRR (2023)
Hichem Sahbi
Budget-Aware Graph Convolutional Network Design using Probabilistic Magnitude Pruning. CoRR (2023)
Hichem Sahbi
Phase-field Models for Lightweight Graph Convolutional Networks. CVPR Workshops (2023)
Hichem Sahbi
One-Shot Multi-Rate Pruning of Graph Convolutional Networks. CoRR (2023)
Hichem Sahbi, Sebastien Deschamps
Deep-Net Inversion for Frugal Satellite Image Change Detection. IGARSS (2023)
Hichem Sahbi
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection. CoRR (2023)
Sebastien Deschamps, Hichem Sahbi
Frugal Reinforcement-based Active Learning. CoRR (2022)
Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi, Alice Lebois
Extracting Effective Subnetworks with Gumbel-Softmax. ICIP (2022)
Mingyuan Jiu, Hichem Sahbi
Context-aware deep kernel networks for image annotation. Neurocomputing 474 (2022)
Sebastien Deschamps, Hichem Sahbi
Reinforcement-Based Frugal Learning for Interactive Satellite Image Change Detection. IGARSS (2022)
Hichem Sahbi
Topologically-Consistent Magnitude Pruning for Very Lightweight Graph Convolutional Networks. ICIP (2022)
Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi, Alice Lebois
Extracting Effective Subnetworks with Gumebel-Softmax. CoRR (2022)
Sebastien Deschamps, Hichem Sahbi
Reinforcement-based frugal learning for satellite image change detection. CoRR (2022)
Sebastien Deschamps, Hichem Sahbi
Reinforcement-based Display Selection for Frugal Learning. ICPR (2022)
Hichem Sahbi
Lightweight Graph Convolutional Networks with Topologically Consistent Magnitude Pruning. CoRR (2022)
Hichem Sahbi, Sebastien Deschamps
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection. CoRR (2022)
Hichem Sahbi, Sebastien Deschamps
Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection. CoRR (2022)
Hichem Sahbi
Training Lightweight Graph Convolutional Networks with Phase-field Models. CoRR (2022)
Hichem Sahbi, Sebastien Deschamps
Learning Virtual Exemplars for Label-Efficient Satellite Image Change Detection. IGARSS (2022)
Mingyuan Jiu, Hichem Sahbi
DHCN: Deep Hierarchical Context Networks For Image Annotation. ICASSP (2021)
Hichem Sahbi
Lightweight Connectivity In Graph Convolutional Networks For Skeleton-Based Recognition. ICIP (2021)
Hichem Sahbi, Haoming Zhan
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning. CoRR (2021)
Hichem Sahbi
Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition. CoRR (2021)
Robin Dupont, Hichem Sahbi, Guillaume Michel
Weight Reparametrization for Budget-Aware Network Pruning. CoRR (2021)
Hichem Sahbi
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition. CoRR (2021)
Hichem Sahbi, Haoming Zhan
FFNB: Forgetting-Free Neural Blocks for Deep Continual Learning. BMVC (2021)
Hichem Sahbi
Learning Laplacians in Chebyshev Graph Convolutional Networks. ICCVW (2021)
Hichem Sahbi, Sebastien Deschamps, Andrei Stoian
Active learning for interactive satellite image change detection. CoRR (2021)
Robin Dupont, Hichem Sahbi, Guillaume Michel
Weight Reparametrization for Budget-Aware Network Pruning. ICIP (2021)
Hichem Sahbi, Sebastien Deschamps, Andrei Stoian
Frugal Learning for Interactive Satellite Image Change Detection. IGARSS (2021)
Hichem Sahbi
Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks. CoRR (2021)
Hichem Sahbi
Kernel-based Graph Convolutional Networks. ICPR (2020)
Mingyuan Jiu, Hichem Sahbi
End-to-end training of deep kernel map networks for image classification. CoRR (2020)
Hichem Sahbi
Action Recognition with Kernel-based Graph Convolutional Networks. CoRR (2020)
Hichem Sahbi
Learning Connectivity with Graph Convolutional Networks. ICPR (2020)
Mingyuan Jiu, Hichem Sahbi
End-to-End Deep Kernel Map Design for Image Annotation. ICIP (2020)
Mingyuan Jiu, Hichem Sahbi
Image Annotation based on Deep Hierarchical Context Networks. CoRR (2020)
Ahmed Mazari, Hichem Sahbi
Coarse-to-Fine Aggregation for Cross-Granularity Action Recognition. ICIP (2020)
Ahmed Mazari, Hichem Sahbi
Action Recognition with Deep Multiple Aggregation Networks. CoRR (2020)
Ahmed Mazari, Hichem Sahbi
Deep hierarchical pooling design for cross-granularity action recognition. CoRR (2020)
Mingyuan Jiu, Hichem Sahbi
Deep Context-Aware Kernel Networks. CoRR (2019)
Ahmed Mazari, Hichem Sahbi
Human Action Recognition with Multi-Laplacian Graph Convolutional Networks. CoRR (2019)
Anjan Dutta, Hichem Sahbi
Stochastic Graphlet Embedding. IEEE Trans. Neural Networks Learn. Syst. 30 (8) (2019)
Mingyuan Jiu, Hichem Sahbi
Deep representation design from deep kernel networks. Pattern Recognit. 88 (2019)
Thomas Garbay, Orlando Chuquimia, Andréa Pinna, Hichem Sahbi, Xavier Dray, Bertrand Granado
Distilling the knowledge in CNN for WCE screening tool. DASIP (2019)
Hichem Sahbi
Totally Deep Support Vector Machines. CoRR (2019)
Hichem Sahbi
Deep Total Variation Support Vector Networks. ICCV Workshops (2019)
Ahmed Mazari, Hichem Sahbi
Human Action Recognition with Deep Temporal Pyramids. CoRR (2019)
Ahmed Mazari, Hichem Sahbi
MLGCN: Multi-Laplacian Graph Convolutional Networks for Human Action Recognition. BMVC (2019)
Ahmed Mazari, Hichem Sahbi
Deep Temporal Pyramid Design for Action Recognition. ICASSP (2019)
Hichem Sahbi
Learning CCA Representations for Misaligned Data. ECCV Workshops (4) (2018)
Anjan Dutta, Hichem Sahbi
Graph Kernels based on High Order Graphlet Parsing and Hashing. CoRR (2018)
Hichem Sahbi
Finite State Machines for Semantic Scene Parsing and Segmentation. CoRR (2018)
Mingyuan Jiu, Hichem Sahbi, Lin Qi
Deep Context Networks for Image Annotation. ICPR (2018)
Tristan Postadjian, Arnaud Le Bris, Hichem Sahbi, Clément Mallet
Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. IGARSS (2018)
Hichem Sahbi
Canonical Correlation Analysis for Misaligned Satellite Image Change Detection. CoRR (2018)
Mingyuan Jiu, Hichem Sahbi
Learning Explicit Deep Representations from Deep Kernel Networks. CoRR (2018)
Tristan Postadjian, Arnaud Le Bris, Clément Mallet, Hichem Sahbi
Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. IGARSS (2018)
Hichem Sahbi
Structured Scene Decoding with Finite State Machines. ICIP (2018)
Hichem Sahbi
Cascaded Coarse-to-Fine Deep Kernel Networks for Efficient Satellite Image Change Detection. CoRR (2018)
Quentin Oliveau, Hichem Sahbi
From Transductive to Inductive Semi-Supervised Attributes for Ship Category Recognition. IGARSS (2018)
Mingyuan Jiu, Hichem Sahbi
Learning Deep Context-Network Architectures for Image Annotation. CoRR (2018)
Quentin Oliveau, Hichem Sahbi
Semi-Supervised Deep Attribute Networks for Fine-Grained Ship Category Recognition. IGARSS (2018)
Hichem Sahbi
Interactive Satellite Image Change Detection With Context-Aware Canonical Correlation Analysis. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
Quentin Oliveau, Hichem Sahbi
Transductive attributes for ship category recognition. IGARSS (2017)
Mingyuan Jiu, Hichem Sahbi
Nonlinear Deep Kernel Learning for Image Annotation. IEEE Trans. Image Process. 26 (4) (2017)
Anjan Dutta, Hichem Sahbi
High Order Stochastic Graphlet Embedding for Graph-Based Pattern Recognition. CoRR (2017)
Quentin Oliveau, Hichem Sahbi
Learning Attribute Representations for Remote Sensing Ship Category Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Malek Nadil, Feryel Souami, Abdenour Labed, Hichem Sahbi
KCCA-based technique for profile face identification. EURASIP J. Image Video Process. 2017 (2017)
Hichem Sahbi
Coarse-to-Fine Deep Kernel Networks. ICCV Workshops (2017)
Hichem Sahbi
Misalignment resilient CCA for interactive satellite image change detection. ICPR (2016)
Quentin Oliveau, Hichem Sahbi
Semantic-free attributes for image classification. ICPR (2016)
Hichem Sahbi
CNRS TELECOM ParisTech at ImageCLEF 2016 Scalable Concept Image Annotation Task: Overcoming the Scarcity of Training Data. CLEF (Working Notes) (2016)
Mingyuan Jiu, Hichem Sahbi
Deep kernel map networks for image annotation. ICASSP (2016)
Quentin Oliveau, Hichem Sahbi
Attribute learning for ship category recognition in remote sensing imagery. IGARSS (2016)
Mingyuan Jiu, Hichem Sahbi
Laplacian deep kernel learning for image annotation. ICASSP (2016)
Mingyuan Jiu, Hichem Sahbi
Semi supervised deep kernel design for image annotation. ICASSP (2015)
Anjan Dutta, Hichem Sahbi
High order graphlets for pattern classification. ACPR (2015)
Hichem Sahbi
CNRS TELECOM ParisTech at ImageCLEF 2015 Scalable Concept Image Annotation Task: Concept Detection with Blind Localization Proposals. CLEF (Working Notes) (2015)
Hichem Sahbi
ImageCLEF annotation with explicit context-aware kernel maps. Int. J. Multim. Inf. Retr. 4 (2) (2015)
Eric Benhaim, Hichem Sahbi, Guillaume Vitte
Continuous visual speech recognition for audio speech enhancement. ICASSP (2015)
Phong D. Vo, Hichem Sahbi
Contextual kernel map learning for scene transduction. ICIP (2015)
Hichem Sahbi
Discriminant canonical correlation analysis for interactive satellite image change detection. IGARSS (2015)
Phong D. Vo, Hichem Sahbi
Modeling label dependencies in kernel learning for image annotation. ICIP (2014)
Aymen El Ghoul, Hichem Sahbi
Semi-supervised learning using a graph-based phase field model for imbalanced data set classification. ICASSP (2014)
Ling Wang, Hichem Sahbi
Nonlinear Cross-View Sample Enrichment for Action Recognition. ECCV Workshops (3) (2014)
Eric Benhaim, Hichem Sahbi, Guillaume Vitte
Continuous visual speech recognition for multimodal fusion. ICASSP (2014)
Ling Wang, Hichem Sahbi
Bags-of-daglets for action recognition. ICIP (2014)
Hichem Sahbi
Network-Dependent Image Annotation Based on Explicit Context-Dependent Kernel Maps. ICPR (2014)
Phong D. Vo, Hichem Sahbi
Semantic subspace learning for mental search in satellite images. IGARSS (2013)
Hichem Sahbi
Explicit Context-Aware Kernel Map Learning for Image Annotation. ICVS (2013)

Hichem Sahbi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hichem Sahbi