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, 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
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Samsung Research Researcher Receives IEC 1906 Award
On November 9, 2021
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NNStreamer 2.0 and BeyondAnnouncement: 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
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5G Media Standards: Ultimate Communication beyond Media StreamingMoving 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
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ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural NetworksRecently 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
Research Achievements
XDD (Cross Division Duplex) is one of the key technologies that Samsung is proposing as part of Rel-18 NR (5G-Advanced).
Download White paper
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks
Author
Vineeth S. Bhaskara, Tristan Aumentado-Armstrong, Allan D. Jepson, Alex Levinshtein
Published
IEEE Winter Conference on Applications of Computer Vision (WACV)
Date
2022.01.04
SAFENet: A Secure, Accurate and Fast Neural Network Inference
Author
Qian Lou, Yilin Shen, Hongxia Jin, Lei Jiang
Published
ICLR2021
Date
2021.12.12
Re-ranking for image retrieval and transductive few-shot classification
Author
Xu hu
Published
Neural Information Processing Systems (NeurIPS)
Date
2021.12.09
