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KACEM Anis

University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > CVI2

ORCID
0000-0003-0640-9862
Main Referenced Co-authors
AOUADA, Djamila  (21)
CHERENKOVA, Kseniya  (7)
DUPONT, Elona Marcelle Eugénie  (7)
SHABAYEK, Abd El Rahman  (6)
ROSTAMI ABENDANSARI, Peyman  (5)
Main Referenced Keywords
Deep Learning (4); Neural Network Compression (4); Artificial Intelligence (3); Computer Vision and Pattern Recognition (3); Computer Science - Computer Vision and Pattern Recognition (2);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Computer Vision Imaging & Machine Intelligence (CVI²) (8)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > CVI² - Computer Vision Imaging & Machine Intelligence (6)
Interdisciplinary Centre for Security, Reliability and Trust (SnT) (1)
Main Referenced Disciplines
Computer science (21)
Engineering, computing & technology: Multidisciplinary, general & others (3)
Electrical & electronics engineering (2)
Physical, chemical, mathematical & earth Sciences: Multidisciplinary, general & others (2)
Space science, astronomy & astrophysics (1)

Publications (total 23)

The most downloaded
321 downloads
DUPONT, E., SINGH, I. P., Fuentes, L., ALI, S. A., KACEM, A., GHORBEL, E., & AOUADA, D. (2023). You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans. Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP. doi:10.5220/0011790900003417 https://hdl.handle.net/10993/54477

The most cited

55 citations (OpenAlex)

Otberdout, N., Daoudi, M., KACEM, A., Ballihi, L., & Berretti, S. (2020). Dynamic facial expression generation on hilbert hypersphere with conditional wasserstein generative adversarial nets. IEEE Transactions on Pattern Analysis and Machine Intelligence. doi:10.1109/TPAMI.2020.3002500 https://hdl.handle.net/10993/44575

The most significant

Sadil Khan, M., DUPONT, E. M. E., Aziz Ali, S., CHERENKOVA, K., KACEM, A., & AOUADA, D. (2024). CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. In CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. IEEE.
Peer reviewed

DUPONT, E. M. E., CHERENKOVA, K., MALLIS, D., Gusev, G., KACEM, A., & AOUADA, D. (2024). TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds [Paper presentation]. ECCV'24.
Peer reviewed

MALLIS, D., ALI, S. A., DUPONT, E., Cherenkova, K., KARADENIZ, A. S., KHAN, M. S., KACEM, A., Gleb, G., & AOUADA, D. (2023). SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. International Conference on Computer Vision Workshops. doi:10.1109/ICCVW60793.2023.00194
Peer reviewed

DUPONT, E. M. E., CHERENKOVA, K., KACEM, A., ALI, S. A., Arzhannikov, I., Gusev, G., & AOUADA, D. (2022). CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. In Proceedings - 2022 International Conference on 3D Vision, 3DV 2022. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/3DV57658.2022.00024
Peer reviewed

Otberdout, N., Daoudi, M., KACEM, A., Ballihi, L., & Berretti, S. (2020). Dynamic facial expression generation on hilbert hypersphere with conditional wasserstein generative adversarial nets. IEEE Transactions on Pattern Analysis and Machine Intelligence. doi:10.1109/TPAMI.2020.3002500
Peer Reviewed verified by ORBi


Publications

Articles in scientific journals

With peer reviewing

RATHINAM, A., PAULY, L., SHABAYEK, A. E. R., RHARBAOUI, W., KACEM, A., GAUDILLIERE, V., & AOUADA, D. (January 2025). Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions. IEEE Robotics and Automation Letters, 10 (1), 1-8. doi:10.1109/LRA.2024.3504296
Peer Reviewed verified by ORBi

Sinha, A., Kawahara, J., Pakzad, A., Abhishek, K., RUTHVEN, M., GHORBEL, E., KACEM, A., AOUADA, D., & Hamarneh, G. (July 2024). DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Analysis, 95, 103145. doi:10.1016/j.media.2024.103145
Peer Reviewed verified by ORBi

SINGH, I. P., GHORBEL, E., KACEM, A., RATHINAM, A., & AOUADA, D. (2024). Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification. IEEE/CVF WACV.
Peer reviewed

SINHA, N., SHABAYEK, A. E. R., KACEM, A., ROSTAMI ABENDANSARI, P., SHNEIDER, C., & AOUADA, D. (2024). Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric. Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. doi:10.1109/WACV57701.2024.00261
Peer reviewed

MALLIS, D., ALI, S. A., DUPONT, E., Cherenkova, K., KARADENIZ, A. S., KHAN, M. S., KACEM, A., Gleb, G., & AOUADA, D. (2023). SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines. International Conference on Computer Vision Workshops. doi:10.1109/ICCVW60793.2023.00194
Peer reviewed

DUPONT, E., SINGH, I. P., Fuentes, L., ALI, S. A., KACEM, A., GHORBEL, E., & AOUADA, D. (2023). You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans. Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP. doi:10.5220/0011790900003417
Peer reviewed

Papadopoulos, K., KACEM, A., Shabayek, A., & AOUADA, D. (2022). Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Recognition. 2022 8th International Conference on Virtual Reality. doi:10.1109/ICVR55215.2022.9847930
Peer reviewed

Otberdout, N., Daoudi, M., KACEM, A., Ballihi, L., & Berretti, S. (2020). Dynamic facial expression generation on hilbert hypersphere with conditional wasserstein generative adversarial nets. IEEE Transactions on Pattern Analysis and Machine Intelligence. doi:10.1109/TPAMI.2020.3002500
Peer Reviewed verified by ORBi

Otberdout, N., KACEM, A., Daoudi, M., Ballihi, L., & Berreti, S. (2019). Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories. IEEE Transactions on Neural Networks and Learning Systems. doi:10.1109/TNNLS.2019.2947244
Peer Reviewed verified by ORBi

Chapters in collective works (including proceedings published in collective works)

With peer reviewing

Sadil Khan, M., DUPONT, E. M. E., Aziz Ali, S., CHERENKOVA, K., KACEM, A., & AOUADA, D. (2024). CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. In CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention. IEEE.
Peer reviewed

CHERENKOVA, K., DUPONT, E. M. E., KACEM, A., Arzhannikov, I., Gusev, G., & AOUADA, D. (2023). SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes. In Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society. doi:10.1109/CVPRW59228.2023.00273
Peer reviewed

KARADENIZ, A. S., ALI, S. A., KACEM, A., DUPONT, E., & AOUADA, D. (2022). TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network. In A. S. KARADENIZ, S. A. ALI, A. KACEM, E. DUPONT, ... D. AOUADA, TSCom-Net: Coarse-to-Fine 3D Textured Shape Completion Network.
Peer reviewed

DUPONT, E. M. E., CHERENKOVA, K., KACEM, A., ALI, S. A., Arzhannikov, I., Gusev, G., & AOUADA, D. (2022). CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations. In Proceedings - 2022 International Conference on 3D Vision, 3DV 2022. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/3DV57658.2022.00024
Peer reviewed

Without peer reviewing

NGUYEN, V. D., MEJRI, N., SINGH, I. P., KULESHOVA, P., ASTRID, M., KACEM, A., GHORBEL, E., & AOUADA, D. (2024). LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection. In LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection (pp. 17395-17405). Seattle, WA, USA, Unknown/unspecified: The IEEE/CVF.
Editorial reviewed

Unpublished communications

Scientific congresses, symposiums and conference with international audience

On personal proposal

SINHA, N., ROSTAMI ABENDANSARI, P., SHABAYEK, A. E. R., KACEM, A., & AOUADA, D. (April 2024). Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity [Paper presentation]. Conference on Computer Vision and Pattern Recognition (CVPR) Workshop 2024, Seattle, United States.
Peer reviewed

SHNEIDER, C., ROSTAMI ABENDANSARI, P., KACEM, A., SINHA, N., SHABAYEK, A. E. R., & AOUADA, D. (19 July 2023). Impact of Disentanglement on Pruning Neural Networks [Paper presentation]. International Symposium on Computational Sensing (ISCS23), Luxembourg, Luxembourg. doi:10.48550/arXiv.2307.09994

SAINT, A. F. A., KACEM, A., CHERENKOVA, K., & AOUADA, D. (23 August 2020). 3DBooSTeR: 3D Body Shape and Texture Recovery [Paper presentation]. SHARP workshop, ECCV 2020.

Scientific congresses, symposiums and conference with national audience

DUPONT, E. M. E., CHERENKOVA, K., MALLIS, D., Gusev, G., KACEM, A., & AOUADA, D. (2024). TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds [Paper presentation]. ECCV'24.
Peer reviewed

SAINT, A. F. A., KACEM, A., CHERENKOVA, K., PAPADOPOULOS, K., Chibane, J., Pons-Moll, G., Gusev, G., Foffi, D., AOUADA, D., & OTTERSTEN, B. (23 August 2020). SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results [Paper presentation]. SHARP workshop, ECCV 2020.

KACEM, A., BEN ABDESSALEM, H., CHERENKOVA, K., & AOUADA, D. (2020). Space-Time Triplet Loss Network for Dynamic 3D Face Verification [Paper presentation]. Workshop on 3D Human Understanding, ICPR 2020.

Posters

SHNEIDER, C., ROSTAMI ABENDANSARI, P., KACEM, A., SINHA, N., SHABAYEK, A. E. R., & AOUADA, D. (20 June 2023). Impact of Disentanglement on Pruning Neural Networks [Poster presentation]. International Symposium on Computational Sensing (ISCS23), Luxembourg, Luxembourg. doi:10.5281/zenodo.8060029

SHNEIDER, C., SINHA, N., JAMROZIK, M. L., ASTRID, M., ROSTAMI ABENDANSARI, P., KACEM, A., SHABAYEK, A. E. R., & AOUADA, D. (19 April 2023). Compression of Deep Neural Networks for Space Autonomous Systems [Poster presentation]. Luxembourg Space Resources Week 2023, Luxembourg, Luxembourg. doi:10.5281/zenodo.7931156

KACEM, A., cherenkova, K., & AOUADA, D. (28 May 2022). Disentangled Face Identity Representationsfor Joint 3D Face Recognition and Neutralisation [Poster presentation]. International Conference on Virtual Reality. doi:10.1109/ICVR55215.2022.9848415
Peer reviewed

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