We are seeking creative and energetic candidates with strong experience in multimodal machine learning and human behavior analysis and modeling for a one-year Postdoctoral position. Using recent progress in machine learning and artificial intelligence, the successful candidate will have primary responsibility to develop, implement, and test multimodal machine learning algorithms to analyze and recognize multimodal
human behavior in real world settings (e.g., Affective Computing, AI for Healthcare: pain measurement, monitoring mental health disorders). The successful candidate will have primary responsibility for all facets of the project, including papers writing and students mentoring. Preference will be given to candidates with a proven track record, demonstrating relevant skills and extensive experience in multimodal
machine learning and human behavior analysis (e.g., facial and gesture analysis and acoustic signal processing). The candidate should be enthusiastic about collaborating with partners from multiple disciplines and institutions. RESPONSIBILITIES: Write code and develop novel theoretical and practical state of the art artificial intelligence/machine learning algorithms that are focused on human behavior modeling
related to video classification using deep learning networks for end-users. Work with other team members to develop and maintain software for maximum efficiency and usability. Designs, develops, tests and maintains applications or system programs. Gathers and provides input on functional specifications and requirements. Perform approved research project tasks according to defined protocols and procedures including
appropriate collection, recording, storage, and analysis of data, and reporting of results. Follow appropriate research policies and procedures and maintains scientific integrity including accurate data storage. Communicate the daily progress of research projects via meetings with, and written reports to the research director. Responsible for following the mandatory reporting procedures for any incident or event that
did affect or potentially could affect the project goals and workflow. Optimize protocols and improve methods currently employed. Coordinates work consistently to achieve maximum productivity. Demonstrates ability to deal with changes in priorities to provide smooth and consistent workflow. Interacts with interdisciplinary professional partners. Other duties as assigned. REQUIREMENTS: REQUIRED: PhD in in computer
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