The Computer Vision-Core Artificial Intelligence Research (Vision-CAIR) group led by Prof. Mohamed Elhoseiny at the CS Program of the King Abdullah University of Science and Technology (KAUST) is looking for postdoctoral researchers in the area of computer vision, AI, and machine learning. The initial appointment will be for 2 years with a possible extension with a tentative start date in January 2022 but may also start earlier. KAUST offers competitive/generous postdoc compensations.
The Research Vision-CAIR group performs research and develops computational approaches in the following research themes:
Related papers by the Vision-CAIR members
Theme A :
Theme B continual learning (selected papers):
Theme C Vision&Language learning (selected papers):
VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining, Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny, Arxiv, 2021, Vision& Language, Transformers
CIZSL++: Creativity Inspired Generative Zero-Shot Learning Mohamed Elhoseiny, Kai Yi, Mohamed Elfeki, TPAMI 2021, submission, Zero-shot Learning, Generative Models.
A video explaining what is Imagination-Inspired AI relating to themes (a) and (c) is available here:
A presentation covering continual learning methods relating to theme (b) is available here:
More information about the research group can be found here:
Requirements include good communication (verbal, writing, etc) and excellent publication record in high-quality journals and/or conference proceedings such as CVPR, ICCV, NeurIPS, ICML, ICLR, ECCV, Nature, TPAMI, AAAI, Science, etc. It is an opportunity to develop core algorithmic advances and aim at publishing them at these top venues. More details about the position can be found here.
As a KAUST postdoc or researcher, you will have access to state-of-the-art research facilities, including a supercomputer. You will work in an exciting international environment with researchers from over 100 nationalities and will have the opportunity to participate in the development of computational algorithms and tools for problems of relevance to Vision-CAIR research group and Visual Computing Center (VCC) with a particular focus on learning efficiency, computational creativity, continual learning, computer vision, and natural language processing.
You will have the opportunity to boost your career development and training, read more here. Post-docs receive highly competitive salaries and other benefits, inclusive of accommodation, healthcare, medical and dental insurance, relocation allowance, one round-trip travel to home country per year, access to on-campus daycare and International Baccalaureate (IB) school, campus transportation (on-demand as well as scheduled), exceptional community services, facilities, programs, and events to help you enjoy an active, healthy, balanced and fulfilled life at KAUST. These community resources allow postdocs and researchers to balance their professional and family commitments.
We welcome candidates with a PhD in Computer Science, Engineering, Informatics, or related areas, with a strong background in the theory and practice of one or more of following research areas - machine learning efficiency, computational creativity, continual learning, computer vision, and natural language processing.
We require documented experience about computer vision, machine learning, deep learning or optimization, demonstrated by high-quality publications. We consider as an advantage documented experience publishing in top Computer Vision and AI conferences including CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/AAAI. We consider as an added advantage documented experience in specific instances of following topics: creative AI, zero-shot learning, generative models, and continual learning.
The call is open to all applicants from any nationality. International applications are strongly encouraged. Fluent written and verbal communication skills in English are mandatory. We require commitment, team working and a critical mind.
You will be required to complete an application form and upload all of the following materials:
For more information, please contact:
Prof. Mohamed H. Elhoseiny
via email at: firstname.lastname@example.org,
Subject: COMPUTER VISION - POSTDOCTORAL APPLICATIONS.
Next cut-off date for applications: November 30, 2021.
Please click on the "Apply Now" button to submit your application.
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