Hassan Abu Alhaija
Machine Learning Researcher / Research Engineer
Nvidia AI Research - Toronto
Interests: Synthetic Media, Generative Models, 3D Geometry Synthesis
Email: hassanhaija (at) gmail.com
Google Scholar
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Hassan Abu Alhaija |
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| Publications |
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija, Alara Dirik, André Knörig, Sanja Fidler, Masha Shugrina1 BMVC 2022 [pdf] [project page] Enhancing photorealism enhancement Stephan Richter, Hassan Abu Alhaija, Vladlen Koltun TPAMI 2023 [pdf][video] [project page] In media: [Two Minute Papers] [The Verge] [Der Spiegel] [The Sun] [TNW] [Kotaku] Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition H. Abu Alhaija, SK. Mustikovela, J. Thies, V. Jampani, M. Nießner, A. Geiger, C. Rother 3DV 2020 [pdf][video] Geometric Image Synthesis H. Abu Alhaija, SK. Mustikovela, A. Geiger, C. Rother ACCV 2018 [pdf][video] Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes H. Abu Alhaija, SK. Mustikovela, L. Mescheder, A. Geiger, C. Rother IJCV 2018 [pdf] Augmented Reality Meets Deep Learning For Car Instance Segmentation In Urban Scenes H. Abu Alhaija, SK. Mustikovela, L. Mescheder, A. Geiger, C. Rother BMVC 2017 [pdf] Bounding Boxes, Segmentations and Object Coordinates: How Important is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios? A. Behl, OH. Jafari, SK. Mustikovela, H. Abu Alhaija, C. Rother, A. Geiger ICCV 2017 [pdf][supp] A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching P. Swoboda, C. Rother, H. Abu Alhaija, D. Kainmueller, B. Savchynskyy CVPR 2017 [pdf] GraphFlow – 6D Large Displacement Scene Flow via Graph Matching H. Abu Alhaija, A. Sellent, D. Kondermann, C. Rother GCPR 2015 [pdf] [project][data] |
| Education |
PhD in Computer Vision and Machine Learning University of Heidelberg and TU Dresden Jan 2015 – Dec 2020, Heidelberg, Germany Master in Color in Informatics and Media Technology (CIMET) University of Granada / University of Jean-Monnet / NTNU Gjøvik Sep 2012 – Sep 2014, Granada, Spain / Saint-Etienne, France / Gjøvik, Norway Bachelor in Informatics Engineering – Dept. Artificial intelligence Damascus University Sep 2005 – Sep 2011, Damascus, Syria |
Internships |
Research Internship with Prof. Vladlen Koltun Intel. Intelligent Systems Lab. Jan 2019 – July 2019, Munich, Germany Research Visit with Prof. Matthias Nießner TU Munich July 2019 – Oct 2019, Munich, Germany |