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society—from gaming to robotics, self-driving cars to life-saving healthcare, climate change to virtual worlds where we can all connect and createOur work istruly unique. Part science. Part art. Completely rewarding. Every breakthrough helps shape what comes next.
looking for students pursuingPhD degree within a relevant or related field.
Potential Research Areas for Internships Include:
Autonomous Vehicles
Research and/or internshipexperiencerelated to the following areas could berequired:Vehicle/RobotA
Research and/or internshipexperiencerelated to the following areas could berequired:NeuralRendering,Graphics,GenerativeModeling,LargeLanguageModels,HumanBehaviorUnderstanding,DigitalHumanCreation,ImageBasedModeling/Rendering, 3DComputer Vision
Computer Vision and Deep Learning
Research and/or internship experience related to the following areas could berequired:Post-TrainingModelOptimization (Pruning,Quantization, NAS),EfficientArchitectureDesign,Adaptive/DynamicInference,Resource-EfficientTraining andFi
Generative AI
Research and/or internship experience related to the following areas could berequired:FoundationModels,ImageGeneration,VideoGeneration, 3DGeneration,AudioGeneration,DiffusionModels,Multimodality, Video Understanding
Research and/or internship experience related to the following areas could berequired:RobotManipulation,RobotControl, 3DComputerVision,Physics-BasedSimulation,Human-RobotInteraction,NaturalLanguageProcessing,ReinforcementLearning,Sim-To-RealLearning ofRoboticPolicies,End-to-EndLearning ofPerception andControls,andAgentLearning
Programming Systems
Research and/or internship experience related to the following areas could berequired: ProgrammingSystems,DistributedComputing,ParallelComputing,LargeLanguageModels, EDA/VLSI,OperatingSystems,Compilers, and/or HPC.
Computer Architecture
Research and/or internship experience related to the following areas could berequired: ASIC and VLSIDesignTechniques,MachineLearningAcceleratorApproaches,NovelDigital VLSICircuits,ModelCompression,NetworkingArchitecture, Hardware-Software Co-Design.
and/or internshipexperience in one or moreareaofHigh-PerformanceCircuitDesign: PLLs andClocking,SerDESandHigh-SpeedSignaling,Photonics, SRAMs,PowerDelivery/Regulation,SecurityCircuits, andHigh-SpeedL
What we need to see:
Currently pursuing aPhD degree within Electrical Engineering, Computer Engineering,ComputerScience,or a related field
Background in research with publications from top conferences.
Depending on the internship role, prior experience or knowledge requirements
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