Postdoctoral Research Fellow – Computer vision, AI, machine learning
King Abdullah University of Science and Technology: Postdoc Positions: Computer, Electrical and Mathematical Science and Engineering Division (postdoc)
Location
KAUST, Thuwal 23955, Kingdom of Saudi Arabia
Open Date
Apr 20, 2021
Deadline
Aug 31, 2021 at 11:59 PM Eastern Time
Description
The Computer Vision-Core Artificial Intelligence Research (Vision-CAIR) group of Prof. Mohamed Elhoseiny at the CS Program of the King Abdullah University of Science and Technology (KAUST) is looking for a postdoctoral researcher in the area of computer vision, AI, and machine learning. The Research Vision-CAIR group performs research and develops computational approaches in the following research themes:
- (a) learning efficiency, computational creativity (zero, few-shot, and long-tail learning of 2D and 3D vision tasks. This also includes efficient generative models that are capable of generating and understanding unseen art and fashion in 2D and 3D);
- (b) continual learning (e.g., alleviating catastrophic forgetting in various learning settings including recognition RL);
- (c) vision and language (this overlaps with the former themes as 2D and 3D vision is often integrated with language).
A video explaining what is Imagination-Inspired AI relating to themes (a) and (c) is available here:
- https://www.youtube.com/watch?v=Z1dytXfbFkM
- artemisdataset.org (Affective Language for Visual Art) at the intersection between Art and Language & Vision
A presentation covering continual learning methods relating to theme (b) is available here:
More information about the research group can be found here:
- https://cemse.kaust.edu.sa/vision-cair
- https://twitter.com/KAUSTVisionCAIR
- http://www.mohamed-elhoseiny.com/
Key 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. 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.
We offer fixed Term Contract for the duration of up to 3 years (initial appointment will be for a period of 1 year and after satisfactory evaluation it can be extended for a total duration of 3 years).
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.
About KAUST
KAUST is an international, graduate-only research university with researchers from over 100 nationalities, located on the shores of the Red Sea in Saudi Arabia less than an hour drive north of Jeddah. KAUST offers outstanding research facilities, internationally competitive salaries, and generous research funding from KAUST as well as other funding opportunities through industry collaborations. KAUST attracts top international faculty, scientists, engineers and students to conduct curiosity-driven and goal-oriented research to address the world’s pressing scientific and technological challenges.
KAUST has an award-winning campus to live, work, study and play that is designed to inspire and motivate students, employees and their families to maintain an active lifestyle. The community members enjoy elementary and secondary schools, health clinic, on-demand as well as scheduled transportations, thematic community clubs, as well as several fitness and outdoor sports installations including sea-faring sports. On the cultural and leisure side, KAUST fosters the arts with a performance theater for concerts and plays as well as a movie theater, besides numerous dining options and the Red Sea just steps away, information may be found here.
Qualifications
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.
Application Instructions
You will be required to complete an application form and upload all of the following materials:
- Curriculum Vitae, your contact address, work experience, publications, and clear evidence about the documented experience requested above in the call.
- Letter of intent (up to 500 words) including the personal motivations for applying to KAUST, Vision-CAIR and a statement indicating which research priority(ies) of Vision-CAIR you are interested in, and explaining your motivations for it.
- Copies of up to three papers substantiating your background and experience in these topics.
- An abstract of your PhD thesis (max 1 page).
- Transcripts and results of all courses taken during the Master and PhD programs (transcript copies allowed).
- Contact information for 3 referees.
Because of the high volume of applications that we usually receive, only applications submitted through the online Interfolio form will be considered (https://www.interfolio.com/). Applications will be pre-screened as soon as they are received and will deserve full consideration through rolling cut-off date periods until all positions are filled. Candidates having applied by a given cut-off date (see below) will receive feedback within a reasonable delay thereafter.
For more information, please contact:
Prof. Mohamed H. Elhoseiny
via email at: mohamed.elhoseiny@kaust.edu.sa,
Subject: COMPUTER VISION – POSTDOCTORAL APPLICATIONS.
Because of the high volume of applications that we receive, only applications submitted through the online Interfolio form will be considered. Please refer to the interfolio links at (http://vision-cair.kaust.edu.sa/vision-cair-apply).
Next cut-off date for applications: June 30, 2021.
