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Farid Boussaid

The University of Western Australia

35 Stirling Highway

Crawley, WA 6009

Australia

  • The University of Western Australia

SCHOLARLY PAPERS

3

DOWNLOADS

108

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Crossformer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation

Number of pages: 12 Posted: 19 Sep 2022
Mohammed Hassanin, Abdelwahed Khamis, Mohammed Bennamoun, Farid Boussaid and ibrahim radwan
University of South Australia, CSIRO, The University of Western Australia, The University of Western Australia and University of Canberra
Downloads 52 (1,041,696)

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3D Human Pose estimation, Cross-joint attention, Cross-frame attention, Transformers

2.

Jacobian Norm with Selective Input Gradient Regularization for Improved and Interpretable Adversarial Defense

Number of pages: 33 Posted: 18 May 2023
Deyin Liu, Lin Yuanbo Wu, Farid Boussaid, Mohammed Bennamoun, Xianghua XIE and Chengwu Liang
Anhui University, Swansea University, The University of Western Australia, The University of Western Australia, Swansea University and Henan University of Urban Construction
Downloads 32 (1,290,922)

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Selective Input Gradient Regularization, Jacobian
Normalisation, adversarial robustness

3.

Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images

Number of pages: 14 Posted: 04 Apr 2023
Yanbin Liu, Girish Dwivedi, Farid Boussaid, Frank Sanfilippo, Makoto Yamada and Mohammed Bennamoun
The Australian National University, Harry Perkins Institute of Medical Research - Department of Advanced Clinical and Translational Cardiovascular Imaging, The University of Western Australia, The University of Western Australia, Okinawa Institute of Science and Technology Graduate University (OIST) and The University of Western Australia
Downloads 24 (1,399,036)

Abstract:

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Weight inflation, Generative adversarial networks, Efficient neural networks, Three-dimensional medical images