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Lian Xu
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Multi-class token transformer for weakly supervised semantic segmentation
L Xu, W Ouyang, M Bennamoun, F Boussaid, D Xu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1522022
Leveraging auxiliary tasks with affinity learning for weakly supervised semantic segmentation
L Xu, W Ouyang, M Bennamoun, F Boussaid, F Sohel, D Xu
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
1292021
Atrous convolutional feature network for weakly supervised semantic segmentation
L Xu, H Xue, M Bennamoun, F Boussaid, F Sohel
Neurocomputing 421, 115-126, 2021
262021
Deep learning for marine species recognition
L Xu, M Bennamoun, S An, F Sohel, F Boussaid
Handbook of deep learning applications, 129-145, 2019
262019
Learning multi-modal class-specific tokens for weakly supervised dense object localization
L Xu, W Ouyang, M Bennamoun, F Boussaid, D Xu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
122023
A guide to image and video based small object detection using deep learning: Case study of maritime surveillance
AM Rekavandi, L Xu, F Boussaid, AK Seghouane, S Hoefs, ...
arXiv preprint arXiv:2207.12926, 2022
122022
An improved approach to weakly supervised semantic segmentation
L Xu, M Bennamoun, F Boussaïd, S An, F Sohel
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
72019
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation
L Xu, M Bennamoun, F Boussaid, H Laga, W Ouyang, D Xu
arXiv preprint arXiv:2308.03005, 2023
62023
Classification of corals in reflectance and fluorescence images using convolutional neural network representations
L Xu, M Bennamoun, S An, F Sohel, F Boussaid
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
62018
MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens
WN Khotimah, M Bennamoun, F Boussaid, L Xu, D Edwards, F Sohel
International Journal of Applied Earth Observation and Geoinformation 118 …, 2023
52023
Scale-aware feature network for weakly supervised semantic segmentation
L Xu, M Bennamoun, F Boussaid, F Sohel
IEEE Access 8, 75957-75967, 2020
52020
Coral classification using densenet and cross-modality transfer learning
L Xu, M Bennamoun, F Boussaid, S An, F Sohel
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
42019
SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification
WN Khotimah, F Boussaid, F Sohel, L Xu, D Edwards, X Jin, ...
Remote Sensing 14 (17), 4288, 2022
22022
Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images
DC Jobanputra, M Bennamoun, F Boussaid, L Xu, J Kuthubutheen
2023 11th European Workshop on Visual Information Processing (EUVIP), 1-7, 2023
12023
Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation
L Xu, M Bennamoun, F Boussaid, W Ouyang, D Xu
Neural Computing and Applications 35 (27), 20189-20205, 2023
12023
VAPCNet: Viewpoint-Aware 3D Point Cloud Completion
Z Fu, L Wang, L Xu, Z Wang, H Laga, Y Guo, F Boussaid, M Bennamoun
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Active-Passive SimStereo--Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
L Jospin, A Antony, L Xu, H Laga, F Boussaid, M Bennamoun
Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022
12022
Deep Learning for Image Classification and Segmentation with Scarce Labelled Data
L Xu
12021
Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation
L Xu, M Bennamoun, F Boussaid, W Ouyang, F Sohel, D Xu
IEEE Transactions on Neural Networks and Learning Systems, 2024
2024
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