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Research News

Dr. Jin-Kyu Han, Vice President of Samsung Research, awarded with the Bronze Tower Order of Industrial Service Merit
Dr. Jin-Kyu Han, Vice President of Samsung Research, awarded with the Bronze Tower Order of Industrial Service Merit
Dr. Jin-Kyu Han, a Vice President of Samsung Research and head of the Standards Research Team, was awarded the Order of Industrial Service Merit, Bronze Tower. This order recognizes an individual’s outstanding meritorious services in the interest of developing Korean national industries. Dr. Han was recognized with this award for his contribution to global standardization.

On November 26, 2021

Research Insights


  • NNStreamer 2.0 and Beyond
    Announcement: NNStreamer Releases version 2.0 NNStreamer released its version 2.0 last October. It is a set of GStreamer plugins supporting easier and more efficient adoption of neural network models for GStreamer developers, adopting neural network models and neural network developers managing neural network pipelines and their filters.
    On November 25, 2021
    Sujin Kim with 3 authors
  • 5G Media Standards: Ultimate Communication beyond Media Streaming
    Moving towards Immersive Media. The high data speed and the extremely low-delay connection of 5G enables various interactive immersive media services and this hyper-realistic media service is one of the killer services of 5G. Immersive media including AR (Augmented Reality) and MR/XR (Mixed Reality/eXtended Reality) provides a truly unique experience to our consumers in both their lifestyle and media consumption behaviour. From now, immersive media will be augmented into our real environments and new device types such as AR glasses will be at the forefront for consuming future media.
    On November 8, 2021
    Jaeyeon Song
  • ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks
    Recently we proposed a new optimization algorithm called Adaptive Sharpness-Aware Minimization (ASAM), which pushes the limit of deep learning via PAC-Bayesian theory. ASAM has been improving generalization performance for various tasks leveraging geometry of loss landscape, which is highly correlated with generalization. In recognition of its theoretical contribution and practicality, our paper was published at the 38th International Conference on Machine Learning (ICML 2021).
    On November 4, 2021
    Jungmin Kwon with 3 authors

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