Research Scientist Intern, Perception for Human Inputs and Interactions
vor 21 Stunden
Reality Labs (RL) teams are looking for exceptional interns to help us create next generation interaction technologies for virtual and augmented reality. Join a full-stack team working on computer vision, machine learning, geometric and appearance modeling, physically-based modeling, sensor design and fusion, and human computer interaction. We are accepting applications from those interested in (but not limited to) the following areas:*Tracking of hands, bodies and objects and their interactions through machine learning, computer vision and sensor fusion*Egocentric human action recognition and emotion recognition*Hand motion sequence modeling for hand-object interaction using deep generative models or physical simulation*Representation modeling (e.g., implicit, appearance, geometry) of hands, bodies and objects for fast simulation and tracking*Efficient deep learning (e.g., neural architecture search, sparsity, quantized networks)*Interaction design for hands, bodies and objects in virtual reality and augmented reality*Sensor fusion (e.g. of pressure, RF, EXG, IMU) with optical tracking*Efficient and generalizable detectors for predicting keypoints, segmentations, normals, and depth*Accurate and efficient 3D representations of deformable shapes such as clothing and hairResponsibilitiesDesign and execution of algorithms in the domain of computer vision, machine learning, computer graphics, sensor fusion, or HCI software and hardware prototypingDesign of user studies and experimentsCollaboration with other researchers across various disciplinesCommunication of research agenda, progress, and resultsMinimum QualificationsCurrently has, or is in the process of obtaining, a PhD degree in EE/CS, Applied Math or a related STEM fieldExperience in one or more of the following: computer vision (e.g. tracking, pose estimation, action/emotion recognition), computer graphics (e.g. appearance, geometry, physically-based modeling), robotics (state estimation, optimal control), machine learning (e.g. efficient deep learning, domain adaptation, transfer learning), natural language processing, or human-computer interactionExcellent communication skillsHigh levels of creativity and problem solving capabilitiesExperience with C++ or PythonExperience with ML frameworks such as PyTorch, Tensorflow, etcMust obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employmentPreferred QualificationsProven track record of achieving significant results as demonstrated by grants, fellowships, patents, or first-authored publications at leading journals or conferences such as CVPR, ECCV/ICCV, BMVC, NeurIPS, ICML, ICLR, CHI, SIGGRAPH/SIGGRAPH Asia, ICRA, IROS, RSS, TPAMI, IJCV, etcDemonstrated software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)Experiences working on high volume multi-sensor streaming data processing and real-time multi-sensor, in particular cameras, fusion for computer vision and machine learning systemsExperiences on optimizing and deploying deep learning models on SoC of mobile devices for high performance real time applicationsExperience with Machine Learning for 3D data (such as meshes, point clouds, gaussian splatting, and voxels)Experience with Machine Learning for Visual Synthesis
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Zurich, Schweiz Meta VollzeitReality Labs (RL) teams are looking for exceptional interns to help us create next generation interaction technologies for virtual and augmented reality. Join a full-stack team working on computer vision, machine learning, geometric and appearance modeling, physically-based modeling, sensor design and fusion, and human computer interaction. We are accepting...
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Zurich, Schweiz Meta VollzeitReality Labs (RL) teams are looking for exceptional interns to help us create next generation interaction technologies for virtual and augmented reality. Join a full-stack team working on computer vision, machine learning, geometric and appearance modeling, physically-based modeling, sensor design and fusion, and human computer interaction. We are accepting...
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Research Scientist Intern, Machine Perception for
vor 2 Wochen
Zurich, Schweiz Meta VollzeitEgocentric human action recognition and anticipation - Hand motion sequence modeling for hand-object interaction using deep generative models or physical simulation - Representation modeling (e.g., implicit, appearance, geometry) of hands, bodies and objects for fast simulation and tracking - Efficient deep learning (e.g., neural architecture search,...
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Zurich, Schweiz Meta VollzeitThe Reality Labs (RL) Research team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR. We are developing technologies to enable breakthrough AR glasses and VR headsets, working at the intersection of Computer Vision, Computer Graphics, and Machine Learning. The Virtual Humans team in Zurich, CH is...
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Research Scientist Intern, Human Understanding
Vor 7 Tagen
Zurich, Schweiz Meta VollzeitTowards this mission, the Reality Labs (RL) team is helping people around the world to come together and connect through world-class AR/VR hardware and software. We are seeking exceptional Research Interns to join the RL XR People team and create a revolution in VR/AR: achieving true photorealistic telepresence. XR People is an organization focused on...
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Research Scientist Intern- Camera Algorithm and
vor 2 Wochen
Zurich, Schweiz Meta VollzeitMeta Reality Labs is looking for upcoming scientists and researchers with great interest in developing high-performance image sensors for computer vision algorithms on AR/VR devices.Research Topics:Ultra-low power image sensor architecturesSensor image signal processing (ISP) developmentCamera image quality assessment for computer vision algorithmsSystem...
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Research Scientist
vor 2 Wochen
Zurich, Schweiz Oculus VollzeitMeta Reality Labs Research (RL-R) is a world leader in the design of virtual and augmented reality systems. We are currently seeking innovative researchers with a passion for technology to develop the next generation of digital humans and avatars. The focus of this role is on human motion and appearance reconstruction. The position requires a combination of...
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Zurich, Schweiz Meta VollzeitThe Reality Labs (RL) Research team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR, which together will become as universal and essential as smartphones and personal computers are today. We are developing all the technologies needed to enable breakthrough AR glasses and VR headsets, working at...
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Zurich, Schweiz Meta VollzeitThe Reality Labs (RL) Research team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR. We are developing technologies to enable breakthrough AR glasses and VR headsets, working at the intersection of Computer Vision, Computer Graphics, and Machine Learning. The Virtual Humans team in Zurich, CH is...
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Zurich, Schweiz Meta VollzeitThe Reality Labs (RL) Research team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR. We are developing technologies to enable breakthrough AR glasses and VR headsets, working at the intersection of Computer Vision, Computer Graphics, and Machine Learning. The Virtual Humans team in Zurich, CH is...
