Roozbeh Mottaghi is a researcher affiliated with the University of Washington in the United States, specializing in computer science with a strong focus on computer vision, artificial intelligence, and related subfields. Their work encompasses a wide range of topics including multimodal machine learning applications, human pose and action recognition, domain adaptation and few-shot learning, reinforcement learning in robotics, advanced image and video retrieval techniques, robot manipulation and learning, and explainable artificial intelligence (XAI).
The primary field of study for this researcher is computer science, with a total of 118 publications attributed to this area. Within computer science, Mottaghi's notable subfields include computer vision and pattern recognition, artificial intelligence, control and systems engineering, aerospace engineering, and computer science applications.
Frequent co-authors in their research include Aniruddha Kembhavi, Ali Farhadi, Dhruv Batra, Devendra Singh Chaplot, and Kiana Ehsani. Collaboration with these co-authors spans multiple projects and publications, reflecting sustained research partnerships.
Mottaghi has contributed extensively to several publication venues. The most frequent outlet for their work is arXiv (Cornell University), with 40 publications. Other notable venues include the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), the 2021 IEEE/CVF International Conference on Computer Vision (ICCV), Proceedings of the AAAI Conference on Artificial Intelligence, and Lecture Notes in Computer Science.
Some recent papers that highlight their research areas are:
The research topics covered in these papers reflect Mottaghi's diverse interests, particularly in embodied AI, multimodal learning, and vision-language integration.
Yuke Zhu;Roozbeh Mottaghi;Eric Kolve;Joseph J. Lim
Roozbeh Mottaghi;Xianjie Chen;Xiaobai Liu;Nam-Gyu Cho
Yu Xiang;Roozbeh Mottaghi;Silvio Savarese
Peter Anderson;Angel X. Chang;Devendra Singh Chaplot;Alexey Dosovitskiy
Xianjie Chen;Roozbeh Mottaghi;Xiaobai Liu;Sanja Fidler
Eric Kolve;Roozbeh Mottaghi;Daniel Gordon;Yuke Zhu
Kenneth Marino;Mohammad Rastegari;Ali Farhadi;Roozbeh Mottaghi
Mohit Shridhar;Jesse Thomason;Daniel Gordon;Yonatan Bisk
Yu Xiang;Wonhui Kim;Wei Chen;Jingwei Ji
Wei Yang;Xiaolong Wang;Ali Farhadi;Abhinav Gupta
Mitchell Wortsman;Kiana Ehsani;Mohammad Rastegari;Ali Farhadi
Sanja Fidler;Roozbeh Mottaghi;Alan Yuille;Raquel Urtasun
Unknown
Kiana Ehsani;Roozbeh Mottaghi;Ali Farhadi
Unknown
Yuke Zhu;Daniel Gordon;Eric Kolve;Dieter Fox
Dhruv Batra;Aaron Gokaslan;Aniruddha Kembhavi;Oleksandr Maksymets
Matt Deitke;Winson Han;Alvaro Herrasti;Aniruddha Kembhavi
Roozbeh Mottaghi;Hessam Bagherinezhad;Mohammad Rastegari;Ali Farhadi
Apoorv Khandelwal;Luca Weihs;Roozbeh Mottaghi;Aniruddha Kembhavi
Yuke Zhu;Roozbeh Mottaghi;Eric Kolve;Joseph J. Lim
Dhruv Batra;Angel X. Chang;Sonia Chernova;Andrew J. Davison
Unknown
Roozbeh Mottaghi;Mohammad Rastegari;Abhinav Gupta;Abhinav Gupta;Ali Farhadi;Ali Farhadi
Xianjie Chen;Roozbeh Mottaghi;Xiaobai Liu;Sanja Fidler
Luca Weihs;Matt Deitke;Aniruddha Kembhavi;Roozbeh Mottaghi
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