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9 papers · 1 filter
Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality
Hao Li, Gopi Krishnan Rajbahadur, Cor-Paul Bezemer
Bindings for machine learning frameworks (such as TensorFlow and PyTorch) allow developers to integrate a framework's functionality using a programming language different from the…
Tile-Weighted Rate-Distortion Optimized Packet Scheduling for 360 VR Video Streaming
Haopeng Wang, Haiwei Dong, Abdulmotaleb El Saddik
A key challenge of 360 VR video streaming is ensuring high quality with limited network bandwidth. Currently, most studies focus on tile-based adaptive bitrate streaming to…
How to Cache Important Contents for Multi-modal Service in Dynamic Networks: A DRL-based Caching Scheme
Zhe Zhang, Marc St-Hilaire, Xin Wei +2
With the continuous evolution of networking technologies, multi-modal services that involve video, audio, and haptic contents are expected to become the dominant multimedia service…
Experimental Studies of Metaverse Streaming
Haopeng Wang, Roberto Martinez-Velazquez, Haiwei Dong +1
Metaverse aims to construct a large, unified, immersive, and shared digital realm by combining various technologies, namely XR (extended reality), blockchain, and digital twin, amo…
Bringing Robots Home: The Rise of AI Robots in Consumer Electronics
Haiwei Dong, Yang Liu, Ted Chu +1
On March 18, 2024, NVIDIA unveiled Project GR00T, a general-purpose multimodal generative AI model designed specifically for training humanoid robots. Preceding this event, Tesla's…
Electrically tunable plasmonic metasurface as a matrix of nanoantennas
Luis Angel Mayoral-Astorga, Masoud Shabaninezhad, Howard Northfield +5
We report the fabrication and characterization of a plasmonic metasurface comprising electrically contacted sub-wavelength gold dipole nanoantennas, conformally coated by a thin ha…