Osama Makansi

5 papers · 2018–2022 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🔥 Unstoppable · Bronze 🚀 Conference Pioneer

Venues

CVPR (2) ECCV (1) ICCV (1) ICLR (1)

Top co-authors

Thomas Brox (5) Ozgun Cicek (4) Eddy Ilg (2) Francesco Locatello (1) Bernhard Schölkopf (1) Frank Hutter (1) Kevin Buchicchio (1) Peter Vincent Gehler (1) Julius von Kügelgen (1) Aaron Klein (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Computer Vision (2) Core Methods (2) Domain-Specific (2) Deep Learning (1) Analysis (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1) Optimization & Theory (1)

Keywords

autonomous driving (2) multimodal prediction (2) trajectory prediction (2) future prediction (2) feature attribution (1) deep learning (1) agent interaction (1) long-tail distribution (1) shapley value (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) object tracking (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