Osama Makansi
5 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer
🔥
Unstoppable
(5)
Conferences
CVPR (2)
ECCV (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
future prediction
(2)
autonomous driving
(2)
multimodal prediction
(2)
trajectory prediction
(1)
object tracking
(1)
long-tail distribution
(1)
mode collapse
(1)
mixture density network
(1)
traffic prediction
(1)
egocentric view
(1)
reachability prior
(1)
future localization
(1)
uncertainty modeling
(1)
emergence prediction
(1)
embedding space
(1)
object detection
(1)
Papers
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction
ICLR 2022
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors
ICCV 2021
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior
CVPR 2020
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction
CVPR 2019
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow
ECCV 2018