Namdar Homayounfar

5 papers · 2017–2020 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

CVPR (4) ICCV (1)

Top co-authors

Raquel Urtasun (5) Wei-Chiu Ma (4) Justin Liang (3) Xinyu Wu (1) Shenlong Wang (1) Jack Fan (1) Yuwen Xiong (1) Shrinidhi Kowshika Lakshmikanth (1) Sanja Fidler (1) Rui Hu (1)

Research topics

Computer Vision (5) Analysis (5) Processing (4) Deep Learning (3) Domain-Specific (3) Artificial Intelligence (2) Machine Learning (2) Architectures (2) Core AI (2) Core Methods (2) Techniques (2) Learning Types (1)

Keywords

lane detection (2) semantic segmentation (2) scene understanding (1) attention mechanism (1) autonomous driving (1) instance segmentation (1) branch and bound (1) markov random field (1) graphical model (1) convolutional neural network (1) recurrent neural network (1) lidar point cloud (1) point cloud processing (1) 3d point cloud (1) spatial transformer (1) mask prediction (1) object boundary (1) hierarchical attention (1) convolutional recurrent neural network (1) convolutional recurrent network (1)

Papers

PolyTransform: Deep Polygon Transformer for Instance Segmentation CVPR 2020 Convolutional Recurrent Network for Road Boundary Extraction CVPR 2019 DAGMapper: Learning to Map by Discovering Lane Topology ICCV 2019 Hierarchical Recurrent Attention Networks for Structured Online Maps CVPR 2018 Sports Field Localization via Deep Structured Models CVPR 2017