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Mohamed Zahran

2 accepted papers

2021

HalentNet: Multimodal Trajectory Forecasting with Hallucinative Intents

ICLR 2021poster

Motion forecasting is essential for making intelligent decisions in robotic navigation. As a result, the multi-agent behavioral prediction has become a core component of modern human-robot interaction applications such as autonomous driving. Due to various intentions and interactions among agents, a…

Cited by 7SourcePDFScholar
2021

Motion Forecasting with Unlikelihood Training in Continuous Space

CoRL 2021oral

Motion forecasting is essential for making safe and intelligent decisions in robotic applications such as autonomous driving. Existing methods often formulate it as a sequence-to-sequence prediction problem, solved in an encoder-decoder framework with a maximum likelihood estimation objective. State…

Cited by 17SourceScholar