no code implementations • 22 Apr 2023 • Moloud Abdar, Meenakshi Kollati, Swaraja Kuraparthi, Farhad Pourpanah, Daniel McDuff, Mohammad Ghavamzadeh, Shuicheng Yan, Abduallah Mohamed, Abbas Khosravi, Erik Cambria, Fatih Porikli
Video captioning (VC) is a fast-moving, cross-disciplinary area of research that bridges work in the fields of computer vision, natural language processing (NLP), linguistics, and human-computer interaction.
1 code implementation • 12 Apr 2023 • Abduallah Mohamed, Jundi Liu, Linda Ng Boyle, Christian Claudel
Yet, there is a question about the driver's ability to follow the planned lead vehicle route.
1 code implementation • 7 Mar 2022 • Abduallah Mohamed, Fernando Lejarza, Stephanie Cahail, Christian Claudel, Edison Thomaz
The problem of human activity recognition from mobile sensor data applies to multiple domains, such as health monitoring, personal fitness, daily life logging, and senior care.
1 code implementation • 6 Mar 2022 • Abduallah Mohamed, Deyao Zhu, Warren Vu, Mohamed Elhoseiny, Christian Claudel
AMD is a metric that quantifies how close the whole generated samples are to the ground truth.
Ranked #1 on Trajectory Prediction on Stanford Drone (ADE (in world coordinates) metric)
1 code implementation • 21 Sep 2021 • Abduallah Mohamed, Huancheng Chen, Zhangyang Wang, Christian Claudel
We propose Skeleton-Graph, a deep spatio-temporal graph CNN model that predicts the future 3D skeleton poses in a single pass from the 2D ones.
Ranked #1 on Trajectory Prediction on PROX
1 code implementation • 15 Jun 2020 • Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy, Mohamed Elhoseiny, Christian Claudel
Also, we show empirically and theoretically that IENs lead to a greater variance reduction in comparison with other similar approaches such as dropout and maxout.
2 code implementations • CVPR 2020 • Abduallah Mohamed, Kun Qian, Mohamed Elhoseiny, Christian Claudel
Better machine understanding of pedestrian behaviors enables faster progress in modeling interactions between agents such as autonomous vehicles and humans.
Ranked #3 on Trajectory Prediction on ETH
1 code implementation • 23 Aug 2019 • Kun Qian, Abduallah Mohamed, Christian Claudel
Flash floods in urban areas occur with increasing frequency.
no code implementations • ICLR 2019 • Abduallah Mohamed, Xinrui Hua, Xianda Zhou, Christian Claudel
Ensemble learning is a method of combining multiple trained models to improve model accuracy.