| 2026 | AAAI | Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection. | Yali Huang, Jie Mei, Ziyi Wu, Yiming Yang, Hongru Zhao, Mingyuan Jiu, Hichem Sahbi |
| 2025 | CBMI | Label-Efficient Skeleton-Based Recognition with Stable Graph Convnets. | Hichem Sahbi |
| 2025 | ICIP | Stable-Invertible Graph Convolutional Networks for Label-Efficient Skeleton-Based Recognition. | Hichem Sahbi |
| 2024 | ACCV | Learning Classwise Untangled Continuums for Conditional Normalizing Flows. | Victor Enescu, Hichem Sahbi |
| 2024 | BMVC | Learning conditionally untangled latent spaces using Fixed Point Iteration. | Victor Enescu, Hichem Sahbi |
| 2024 | CBMI | Coarse-To-Fine Pruning of Graph Convolutional Networks for Skeleton-Based Recognition. | Hichem Sahbi |
| 2024 | ICASSP | TCMP: End-to-End Topologically Consistent Magnitude Pruning for Miniaturized Graph Convolutional Networks. | Hichem Sahbi |
| 2024 | ICASSP | DAMP: Distribution-Aware Magnitude Pruning for Budget-Sensitive Graph Convolutional Networks. | Hichem Sahbi |
| 2024 | ICIP | One-Shot Multi-Rate Pruning Of Graph Convolutional Networks For Skeleton-Based Recognition. | Hichem Sahbi |
| 2024 | ICPR | Deep Multi-order Context-Aware Kernel Network for Multi-label Classification. | Mingyuan Jiu, Hailong Zhu, Hichem Sahbi |
| 2024 | ICPR | Semi-structured Pruning of Graph Convolutional Networks for Skeleton-Based Recognition. | Hichem Sahbi |
| 2024 | IGARSS | Label-Efficient Display-Size Selection for Satellite Image Change Detection. | Hichem Sahbi |
| 2024 | IGARSS | Conditional Normalizing Flows for Nonlinear Remote Sensing Image Augmentation and Classification. | Victor Enescu, Hichem Sahbi |
| 2024 | PRICAI | Sparse Context Transformer for Few-Shot Object Detection. | Mingyuan Jiu, Jie Mei, Hichem Sahbi, Xiaoheng Jiang, Mingliang Xu |
| 2024 | WACV | MonoProb: Self-Supervised Monocular Depth Estimation with Interpretable Uncertainty. | Rmi Marsal, Florian Chabot, Angelique Loesch, William Grolleau, Hichem Sahbi |
| 2023 | CVPR | Phase-field Models for Lightweight Graph Convolutional Networks. | Hichem Sahbi |
| 2023 | IGARSS | Adversarial Label-Efficient Satellite Image Change Detection. | Hichem Sahbi, Sebastien Deschamps |
| 2023 | IGARSS | Deep-Net Inversion for Frugal Satellite Image Change Detection. | Hichem Sahbi, Sebastien Deschamps |
| 2023 | WACV | BrightFlow: Brightness-Change-Aware Unsupervised Learning of Optical Flow. | Rmi Marsal, Florian Chabot, Anglique Loesch, Hichem Sahbi |
| 2022 | ICIP | Extracting Effective Subnetworks with Gumbel-Softmax. | Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi, Alice Lebois |
| 2022 | ICIP | Topologically-Consistent Magnitude Pruning for Very Lightweight Graph Convolutional Networks. | Hichem Sahbi |
| 2022 | ICPR | Reinforcement-based Display Selection for Frugal Learning. | Sebastien Deschamps, Hichem Sahbi |
| 2022 | IGARSS | Learning Virtual Exemplars for Label-Efficient Satellite Image Change Detection. | Hichem Sahbi, Sebastien Deschamps |
| 2022 | IGARSS | Reinforcement-Based Frugal Learning for Interactive Satellite Image Change Detection. | Sebastien Deschamps, Hichem Sahbi |
| 2021 | BMVC | FFNB: Forgetting-Free Neural Blocks for Deep Continual Learning. | Hichem Sahbi, Haoming Zhan |
| 2021 | ICASSP | DHCN: Deep Hierarchical Context Networks For Image Annotation. | Mingyuan Jiu, Hichem Sahbi |
| 2021 | ICIP | Weight Reparametrization for Budget-Aware Network Pruning. | Robin Dupont, Hichem Sahbi, Guillaume Michel |
| 2021 | ICIP | Lightweight Connectivity In Graph Convolutional Networks For Skeleton-Based Recognition. | Hichem Sahbi |
| 2021 | IGARSS | Frugal Learning for Interactive Satellite Image Change Detection. | Hichem Sahbi, Sebastien Deschamps, Andrei Stoian |
| 2020 | ICIP | End-to-End Deep Kernel Map Design for Image Annotation. | Mingyuan Jiu, Hichem Sahbi |
| 2020 | ICIP | Coarse-to-Fine Aggregation for Cross-Granularity Action Recognition. | Ahmed Mazari, Hichem Sahbi |
| 2020 | ICPR | Kernel-based Graph Convolutional Networks. | Hichem Sahbi |
| 2020 | ICPR | Learning Connectivity with Graph Convolutional Networks. | Hichem Sahbi |
| 2019 | BMVC | MLGCN: Multi-Laplacian Graph Convolutional Networks for Human Action Recognition. | Ahmed Mazari, Hichem Sahbi |
| 2019 | ICASSP | Deep Temporal Pyramid Design for Action Recognition. | Ahmed Mazari, Hichem Sahbi |
| 2018 | ECCV | Learning CCA Representations for Misaligned Data. | Hichem Sahbi |
| 2018 | ICIP | Structured Scene Decoding with Finite State Machines. | Hichem Sahbi |
| 2018 | ICPR | Deep Context Networks for Image Annotation. | Mingyuan Jiu, Hichem Sahbi, Lin Qi |
| 2018 | IGARSS | From Transductive to Inductive Semi-Supervised Attributes for Ship Category Recognition. | Quentin Oliveau, Hichem Sahbi |
| 2018 | IGARSS | Semi-Supervised Deep Attribute Networks for Fine-Grained Ship Category Recognition. | Quentin Oliveau, Hichem Sahbi |
| 2018 | IGARSS | Superpixel Partitioning of Very High Resolution Satellite Images for Large-Scale Classification Perspectives with Deep Convolutional Neural Networks. | Tristan Postadjian, Arnaud Le Bris, Clment Mallet, Hichem Sahbi |
| 2018 | IGARSS | Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks. | Tristan Postadjian, Arnaud Le Bris, Hichem Sahbi, Clment Mallet |
| 2017 | IGARSS | Transductive attributes for ship category recognition. | Quentin Oliveau, Hichem Sahbi |
| 2016 | ICASSP | Laplacian deep kernel learning for image annotation. | Mingyuan Jiu, Hichem Sahbi |
| 2016 | ICASSP | Deep kernel map networks for image annotation. | Mingyuan Jiu, Hichem Sahbi |
| 2016 | ICPR | Semantic-free attributes for image classification. | Quentin Oliveau, Hichem Sahbi |
| 2016 | ICPR | Misalignment resilient CCA for interactive satellite image change detection. | Hichem Sahbi |
| 2016 | IGARSS | Attribute learning for ship category recognition in remote sensing imagery. | Quentin Oliveau, Hichem Sahbi |
| 2015 | ICASSP | Continuous visual speech recognition for audio speech enhancement. | Eric Benhaim, Hichem Sahbi, Guillaume Vitte |
| 2015 | ICASSP | Semi supervised deep kernel design for image annotation. | Mingyuan Jiu, Hichem Sahbi |
| 2015 | ICIP | Contextual kernel map learning for scene transduction. | Phong D. Vo, Hichem Sahbi |
| 2015 | IGARSS | Discriminant canonical correlation analysis for interactive satellite image change detection. | Hichem Sahbi |
| 2014 | ECCV | Nonlinear Cross-View Sample Enrichment for Action Recognition. | Ling Wang, Hichem Sahbi |
| 2014 | ICASSP | Continuous visual speech recognition for multimodal fusion. | Eric Benhaim, Hichem Sahbi, Guillaume Vitte |
| 2014 | ICASSP | Semi-supervised learning using a graph-based phase field model for imbalanced data set classification. | Aymen El Ghoul, Hichem Sahbi |
| 2014 | ICIP | Modeling label dependencies in kernel learning for image annotation. | Phong D. Vo, Hichem Sahbi |
| 2014 | ICIP | Bags-of-daglets for action recognition. | Ling Wang, Hichem Sahbi |
| 2014 | ICPR | Network-Dependent Image Annotation Based on Explicit Context-Dependent Kernel Maps. | Hichem Sahbi |
| 2013 | ICASSP | Designing relevant features for visual speech recognition. | Eric Benhaim, Hichem Sahbi, Guillaume Vitte |
| 2013 | ICASSP | Relevance feedback for satellite image change detection. | Hichem Sahbi |
| 2013 | ICCV | Directed Acyclic Graph Kernels for Action Recognition. | Ling Wang, Hichem Sahbi |
| 2013 | IGARSS | Interactive satellite image change detection. | Hichem Sahbi |
| 2013 | IGARSS | Semantic subspace learning for mental search in satellite images. | Phong D. Vo, Hichem Sahbi |
| 2013 | ICVS | Explicit Context-Aware Kernel Map Learning for Image Annotation. | Hichem Sahbi |
| 2013 | SIGIR | Spacious: an interactive mental search interface. | Phong D. Vo, Hichem Sahbi |
| 2012 | BMVC | Transductive Kernel Map Learning and Its Application Image Annotation. | Dinh-Phong Vo, Hichem Sahbi |
| 2012 | ICIP | Transductive inference & kernel design for object class segmentation. | Dinh-Phong Vo, Hichem Sahbi |
| 2012 | IGARSS | Spatio-temporal interaction for aerial video change detection. | Nicolas Bourdis, Denis Marraud, Hichem Sahbi |
| 2012 | IGARSS | Camera pose estimation using Visual Servoing for aerial video change detection. | Nicolas Bourdis, Denis Marraud, Hichem Sahbi |
| 2011 | ICASSP | Superpixel-based object class segmentation using conditional random fields. | Xi Li, Hichem Sahbi |
| 2011 | IGARSS | Constrained optical flow for aerial image change detection. | Nicolas Bourdis, Denis Marraud, Hichem Sahbi |
| 2010 | ACCV | Context-Based Support Vector Machines for Interconnected Image Annotation. | Hichem Sahbi, Xi Li |
| 2010 | ICIP | Network-dependent kernels for image ranking. | Hichem Sahbi, Jean-Yves Audibert |
| 2009 | ICIP | Multi-view object matching and tracking using canonical correlation analysis. | Marin Ferecatu, Hichem Sahbi |
| 2009 | ICIP | Content-based 3D object retrieval using 2D views. | Thibault Napolon, Hichem Sahbi |
| 2008 | CBMI | Object recognition and retrieval by context dependent similarity kernels. | Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven |
| 2008 | CVPR | Context-dependent kernel design for object matching and recognition. | Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven |
| 2008 | CVPR | Manifold learning using robust Graph Laplacian for interactive image search. | Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven |
| 2008 | ICASSP | Graph laplacian for interactive image retrieval. | Hichem Sahbi, Patrick Etyngier, Jean-Yves Audibert, Renaud Keriven |
| 2008 | ICML | Robust matching and recognition using context-dependent kernels. | Hichem Sahbi, Jean-Yves Audibert, Jaonary Rabarisoa, Renaud Keriven |
| 2007 | ICASSP | Consensus Network Decoding for Statistical Machine Translation System Combination. | Khe Chai Sim, William J. Byrne, Mark J. F. Gales, Hichem Sahbi, Philip C. Woodland |
| 2007 | ICCV | Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval. | Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven |
| 2002 | ECCV | Coarse to Fine Face Detection Based on Skin Color Adaption. | Hichem Sahbi, Nozha Boujemaa |
| 2002 | ECCV | Robust Face Recognition Using Dynamic Space Warping. | Hichem Sahbi, Nozha Boujemaa |
| 2002 | ICIP | Face detection using coarse-to-fine support vector classifiers. | Hichem Sahbi, Donald Geman, Nozha Boujemaa |
| 2002 | ICPR | Coarse-to-Fine Support Vector Classifiers for Face Detection. | Hichem Sahbi, Nozha Boujemaa |
| 2001 | ICIP | Robust matching by dynamic space warping for accurate face recognition. | Hichem Sahbi, Nozha Boujemaa |