Supervised Learning and Codebook Optimization for Bag-of-Words Models. - Mingyuan Jiu; Christian Wolf 001; Christophe Garcia; Atilla Baskurt (Cogn. Comput., 2012)

Integrating Spatial Layout of Object Parts into Classification without Pairwise Terms - Application to Fast Body Parts Estimation from Depth Images. - Mingyuan Jiu; Christian Wolf 001; Atilla Baskurt (VISAPP (1), 2013)

Evaluation of video activity localizations integrating quality and quantity measurements. - Christian Wolf 001; Eric Lombardi; Julien Mille; Oya Çeliktutan; Mingyuan Jiu; Emre Dogan; Gonen Eren; Moez Baccouche; Emmanuel Dellandréa; Charles-Edmond Bichot; Christophe Garcia; Bülent Sankur (Comput. Vis. Image Underst., 2014)

Human body part estimation from depth images via spatially-constrained deep learning. - Mingyuan Jiu; Christian Wolf 001; Graham W. Taylor; Atilla Baskurt (Pattern Recognit. Lett., 2014)

Spatial information and end-to-end learning for visual recognition. (Informations spatiales et apprentissage bout-en-bout pour la reconnaissance visuelle). - Mingyuan Jiu (2014)

Semi supervised deep kernel design for image annotation. - Mingyuan Jiu; Hichem Sahbi (ICASSP, 2015)

Laplacian deep kernel learning for image annotation. - Mingyuan Jiu; Hichem Sahbi (ICASSP, 2016)

Deep kernel map networks for image annotation. - Mingyuan Jiu; Hichem Sahbi (ICASSP, 2016)

Multiclass SVM with graph path coding regularization for face classification. - Mingyuan Jiu; Nelly Pustelnik; Mériam Chèbre; Stefan Janaqi; Philippe Ricoux (MLSP, 2016)

Sparse hierarchical interaction learning with epigraphical projection. - Mingyuan Jiu; Nelly Pustelnik; Stefan Janaqi; Mériam Chèbre; Philippe Ricoux (CoRR, 2017)

Nonlinear Deep Kernel Learning for Image Annotation. - Mingyuan Jiu; Hichem Sahbi (IEEE Trans. Image Process., 2017)

Deep Context Networks for Image Annotation. - Mingyuan Jiu; Hichem Sahbi; Lin Qi (ICPR, 2018)

Multiclass SVM with Hierarchical Interaction: Application to Face Classification. - Mingyuan Jiu; Nelly Pustelnik; Lin Qi (MLSP, 2018)

Learning Deep Context-Network Architectures for Image Annotation. - Mingyuan Jiu; Hichem Sahbi (CoRR, 2018)

Learning Explicit Deep Representations from Deep Kernel Networks. - Mingyuan Jiu; Hichem Sahbi (CoRR, 2018)

Deep Context-Aware Kernel Networks. - Mingyuan Jiu; Hichem Sahbi (CoRR, 2019)

Deep representation design from deep kernel networks. - Mingyuan Jiu; Hichem Sahbi (Pattern Recognit., 2019)

End-to-End Deep Kernel Map Design for Image Annotation. - Mingyuan Jiu; Hichem Sahbi (ICIP, 2020)

Detection of Conductive Particles in TFT-LCD Circuit Using Generative Adversarial Networks. - Yuanyuan Wang; Ling Ma 005; Mingyuan Jiu; Huiqin Jiang (IEEE Access, 2020)

End-to-end training of deep kernel map networks for image classification. - Mingyuan Jiu; Hichem Sahbi (CoRR, 2020)

Image Annotation based on Deep Hierarchical Context Networks. - Mingyuan Jiu; Hichem Sahbi (CoRR, 2020)

Sparse Hierarchical Interaction Learning with Epigraphical Projection. - Mingyuan Jiu; Nelly Pustelnik; Stefan Janaqi; Mériam Chèbre; Lin Qi; Philippe Ricoux (J. Signal Process. Syst., 2020)

DHCN: Deep Hierarchical Context Networks For Image Annotation. - Mingyuan Jiu; Hichem Sahbi (ICASSP, 2021)

A Deep Primal-Dual Proximal Network for Image Restoration. - Mingyuan Jiu; Nelly Pustelnik (IEEE J. Sel. Top. Signal Process., 2021)

Context-aware deep kernel networks for image annotation. - Mingyuan Jiu; Hichem Sahbi (Neurocomputing, 2022)

Alternative Design of DeepPDNet in the Context of Image Restoration. - Mingyuan Jiu; Nelly Pustelnik (IEEE Signal Process. Lett., 2022)

Deep Multi-order Context-Aware Kernel Network for Multi-label Classification. - Mingyuan Jiu; Hailong Zhu; Hichem Sahbi (ICPR (3), 2024)

Sparse Context Transformer for Few-Shot Object Detection. - Mingyuan Jiu; Jie Mei; Hichem Sahbi; Xiaoheng Jiang; Mingliang Xu 001 (PRICAI (4), 2024)

Few-Shot Object Detection with Sparse Context Transformers. - Jie Mei; Mingyuan Jiu; Hichem Sahbi; Xiaoheng Jiang; Mingliang Xu 001 (CoRR, 2024)

Multi-label Classification using Deep Multi-order Context-aware Kernel Networks. - Mingyuan Jiu; Hailong Zhu; Hichem Sahbi (CoRR, 2024)

Image Classification with Deep Reinforcement Active Learning. - Mingyuan Jiu; Xuguang Song; Hichem Sahbi; Shupan Li; Yan Chen; Wei Guo; Lihua Guo; Mingliang Xu (CoRR, 2024)

NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. - Yuqian Fu; Xingyu Qiu; Bin Ren; Yanwei Fu 001; Radu Timofte; Nicu Sebe; Ming-Hsuan Yang 001; Luc Van Gool; Kaijin Zhang; Qingpeng Nong; Xiugang Dong; Hong Gao; et al. (CVPR Workshops, 2025)

Instance Feature Caching for Cross-Domain Few-Shot Object Detection. - Yali Huang; Jie Mei; Yiming Yang; Mi Guo; Mingyuan Jiu; Mingliang Xu (CVPR Workshops, 2025)

P3TFusion: Progressive Two-Stage Infrared and Visible Image Fusion Network Focused on Enhancing Target and Texture Information. - Shupan Li; Yuan Zhang; Xiaoheng Jiang; Mingyuan Jiu; Yang Lu 016; Li Chen; Wei Guo; Yan Chen; Ming Dong; Mingliang Xu 001 (Digit. Signal Process., 2025)

RRGMambaFormer: A hybrid Transformer-Mamba architecture for radiology report generation. - Hongzhao Li; Siwei Liu 001; Hui Wang; Xiaoheng Jiang; Mingyuan Jiu; Li Chen; Yang Lu 016; Shupan Li; Mingliang Xu 001 (Expert Syst. Appl., 2025)

rOS-Instrumentation: An observer of operating system transactions. - Fengshan Shen; Mingyuan Jiu (SoftwareX, 2025)