IoSRC
IoSRC
  • Видео 7
  • Просмотров 147
Towards Superintelligent Network Operation Centers
Speaker: Prof. Shervin Shirmohammadi (the University of Ottawa, Canada, the School of Electrical Engineering and Computer Science)
Title: Towards Superintelligent Network Operation Centers
Abstract: In this talk, I will present some highlights from my research projects in collaboration with Canadian company Ciena Corp. on the use of machine learning (ML) for automating network operation centers (NOC). In today’s NOCs, non-trivial issues are resolved manually and with the collective human intelligence through specialized support teams organized by technology domains, who themselves communicate with the equipment vendors’ technical support. In this talk, we will see the application of ML to a...
Просмотров: 22

Видео

Bandwidth and Energy Efficient CNN Acceleration for Next Generation Cameras and Displays
Просмотров 36Месяц назад
Speaker: Prof. Chao-Tsung Huang (Department of Electrical Engineering, National Tsing Hua University) In the era of artificial intelligence, convolutional neural networks (CNNs) are emerging as a powerful technique for image processing, such as denoising, super-resolution, and even style transfer. They show great potential to bring next-generation cameras and displays to our daily life. However...
Making the Invisible Visible Sensing with AI-Powered THz Computational Imaging
Просмотров 16Месяц назад
Speaker: Prof. Chia-Wen Lin (Department of Electrical Engineering, National Tsing Hua University) As a new sensing technology, Terahertz (THz) computational imaging has recently attracted significant attention thanks to its non-invasive, non-destructive, non-ionizing, material-classification, and ultra-fast nature for 3D object exploration and inspection. However, its strong water absorption na...
Multisensory Techniques and their Interactions in eXtended Reality
Просмотров 82 месяца назад
Speaker: A.Prof. Ping-Hsuan Han (National Taipei University of Technology ) Due to the growing popularity of virtual reality (VR) and augmented reality (AR) head-mounted displays, haptic technology has become a prevalent research topic again. Furthermore, numerous unprecedented applications, technologies, and experiences were aroused in this field. Emerging experiences usually accompany the dev...
Harmonizing Emotions in Multimedia
Просмотров 192 месяца назад
Speaker: Prof. Min-Chun Hu (Department of Computer Science, National Tsing Hua University) Film artworks, with their rich blend of visuals and soundtracks, adeptly translate the emotional visions of directors and creators, making them ideal stimuli in numerous studies aimed at evoking emotions. This talk introduces an approach to creating an affective common embedding space for music and videos...
Immersive Cloud VR Gaming and Beyond
Просмотров 263 месяца назад
Prof. Cheng-Hsin Hsu (徐正炘教授) National Tsing Hua University, Department of Computer Science Title: Immersive Cloud VR Gaming and Beyond Cloud VR gaming shifts computationally intensive games to cloud servers, alleviating strain on Head-Mounted Displays. Yet, ensuring high-quality experiences faces challenges like human perception complexities and network variability. We introduce dynamic foveati...
Beam Prediction for Mobile Users in mmWave Communications
Просмотров 223 месяца назад
Prof. Kuang-Hao Liu (劉光浩教授) Institute of Commucations Engineering, National Tsing Hua University, Title: Beam Prediction for Mobile Users in mmWave Communications The vast availability of Millimeter wave (mmWave) spectrum holds the promise of data rates several tens of times faster than those of mid- and low-bands. However, a significant challenge of mmWave communication lies in the severe prop...