Mohamed Omran

6 papers · 2015–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze

🧭 Keyword Pioneer ❓ The Questioner

Venues

CVPR (5) ICLR (1)

Top co-authors

Bernt Schiele (6) Rodrigo Benenson (4) Jan Hosang (2) Max Losch (1) Carsten Rother (1) Shanshan Zhang (1) David Stutz (1) Anna Khoreva (1) Timo Rehfeld (1) Eldar Insafutdinov (1)

Research topics

Computer Vision (5) Analysis (5) Machine Learning (4) Deep Learning (3) Application Areas (2) Architectures (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Mathematics & Optimization (1) Domain-Specific (1) Optimization (1) Optimization & Theory (1) Processing (1)

Keywords

semantic segmentation (3) pedestrian detection (2) convolutional neural network (2) transfer learning (2) instance segmentation (2) object detection (2) adversarial training (1) boundary detection (1) articulated pose estimation (1) object segmentation (1) adversarial example (1) dataset benchmark (1) annotation noise (1) object boundary (1) error analysis (1) lifted multicut (1) graph decomposition (1) bounding box annotation (1) pixel-level annotation (1) localization error (1)

Papers

On Adversarial Training without Perturbing all Examples ICLR 2024 Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications CVPR 2017 How Far Are We From Solving Pedestrian Detection? CVPR 2016 The Cityscapes Dataset for Semantic Urban Scene Understanding CVPR 2016 Weakly Supervised Object Boundaries CVPR 2016 Taking a Deeper Look at Pedestrians CVPR 2015