no code implementations • 7 Apr 2024 • Christian Claudel
In late 2022, ICAO member states adopted a long-term global aspirational goal (LTAG) to achieve net zero carbon emissions from international aviation by 2050.
no code implementations • 29 Apr 2023 • Bin Du, Kun Qian, Christian Claudel, Dengfeng Sun
This paper proposes to leverage the emerging~learning techniques and devise a multi-agent online source {seeking} algorithm under unknown environment.
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.
3 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.
1 code implementation • 4 Aug 2018 • Abduallah A. Mohamed, Christian Claudel
MCRMs are a type of a nested LSTM-GRU architecture where the cell state is the GRU hidden state.