A collaborative research team from KAIST and various international institutions has made significant advancements in computer vision technology, enhancing artificial intelligence's ability to perceive its surroundings. This new technology improves GPU memory efficiency by up to 16 times, allowing AI systems to operate with minimal memory usage. The breakthrough, announced recently, is expected to play a crucial role in advancing the development of humanoid robots and on-device AI, potentially transforming how these technologies are integrated into everyday life. The innovation underscores the growing importance of efficient AI systems in various applications, from smartphones to robotics.
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Original from TechXplore:Robotics: Upsampling method sharpens AI vision with up to 16 times less GPU memory
Upsampling method sharpens AI vision with up to 16 times less GPU memory
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BioRobotics Laboratory, Korea University of Technology and Education
Korea, Republic of (South)
South Korean university research laboratory focusing on haptics, exoskeletons, rehabilitation robotics, and autonomous ground vehicles.
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United States
VA–Univ. of Pittsburgh research center founded 1994, developing wheelchair robotics and assistive mobility tech for veterans and people with disabilities.
Robotics Education & Competition Foundation
United States
The REC Foundation is a US nonprofit that runs VEX-based robotics and drone competitions reaching 1.1 million students across 70 countries.
Collaborative Robotics
United States
Maker of Proxie, a swerve-drive autonomous mobile manipulator that moves materials alongside people without facility changes.
Massachusetts Technology Collaborative
United States
Massachusetts state agency fostering technology and robotics innovation through funding, partnerships, and the MassRobotics Accelerator.
Azalea Robotics
United States
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Japan
Tokyo Physical AI lab opened April 2026 by GMO Internet Group, running whole-body humanoid control research and Japan's Humanoid Hack hackathons.
Hubei Jingchu Humanoid Robot Co., Ltd 湖北荆楚人形机器人有限公司
China
HUST-spinout Wuhan maker of direct-drive humanoid and quadruped robots, including the compact Jingchu Xiaochu and heavy-duty Jingchu Heibao.
Humanoid
United Kingdom
UK startup building commercially scalable, general-purpose humanoid robots via its KinetIQ VLM/VLA framework, offered as RaaS.
IT+Robotics (IT)
Italy
IT+Robotics develops 3D machine vision systems for industrial robotics including EyeT+ random bin-picking, adaptive machining path generation and automated 3D completeness inspection for production quality control.
Magellium (FR)
France
French software and data analytics company specializing in satellite image processing, remote sensing, and geospatial intelligence. Serves space, defense, and environmental monitoring sectors. Website unavailable at scrape time.
Ortelio Ltd
United Kingdom
Ortelio Ltd is a UK cloud robotics research company founded in 2011 that develops AI platforms giving robots intelligence for service and healthcare tasks.
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