Deep Reinforcement Learning based Energy-Efficient Aggregation Model for Wireless Sensor Network

Alsalmi, N., Navaie, K. & Rahmani, H., 10/10/2023, (Accepted/In press) ICCCNet-2023. SPRINGER

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DiffPose: Toward More Reliable 3D Pose Estimation

Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

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Token Boosting for Robust Self-Supervised Visual Transformer Pre-training

Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Unified Pose Sequence Modeling

Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Reinforced Learning for Label-Efficient 3D Face Reconstruction

Mohaghegh, H., Rahmani, H., Laga, H., Boussaid, F. & Bennamoun, M., 16/01/2023, (Accepted/In press) IEEE International Conference on Robotics and Automation (ICRA).

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GradAuto: Energy-oriented Attack on Dynamic Neural Networks

Pan, J., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 28/10/2022, European Conference on Computer Vision (ECCV). Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 637-653 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13664).

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Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition

Rahmani, H., 27/10/2022, (E-pub ahead of print) Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. Springer, (European Conference on Computer Vision (ECCV)).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

ERA: Expert Retrieval and Assembly for Early Action Prediction

Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition

Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Graph-context Attention Networks for Size-varied Deep Graph Matching

Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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Meta Agent Teaming Active Learning for Pose Estimation

Gong, J., Fan, Z., Ke, Q., Rahmani, H. & Liu, J., 27/09/2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11069-11079 11 p. (2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos

Ma, X., Rahmani, H., Fan, Z., Yang, B., Cheng, J. & Liu, J., 28/06/2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence. Palo Alto, Calif. : AAAI press, p. 1944-1952 9 p.

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Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).

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Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data

Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.

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The Multi-Modal Video Reasoning and Analyzing Competition

Peng, H., Huang, H., Xu, L., Li, T., Liu, J., Rahmani, H., Ke, Q., Guo, Z., Wu, C., Li, R., Ye, M., Wang, J., Zhang, J., Liu, Y., He, T., Zhang, F., Liu, X. & Lin, T., 24/11/2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 806-813 8 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).

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Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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Global Regularizer and Temporal-aware Cross-entropy for Skeleton-based Early Action Recognition

Ke, Q., Liu, J., Bennamoun, M., Rahmani, H., An, S., Sohel, F. & Boussaid, F., 2/12/2018, Computer Vision - ACCV 2018: 14th Asian Conference on Computer Vision. Springer, Vol. IV.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review