Blog(6)

• Advancing Privacy Preserving Techniques for Machine Learning

  Machine learning (ML) is transforming the world we live in and the way we operate our business. We are experiencing mass adoption of ML at scale that is directly impacting our day to day lives.

• Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves

  Introducing high-precision depth prediction on low-end devices with low-precision calculations using depth representation as two 2D Hilbert curve components. This solution addresses problem of efficient scene perception for mobile vision applications.

• AutoMLPoweredNetworks: Automated Machine Learning Service Provisioning for Next Generation Networks

  Given the presence of diverse services and devices generating heterogeneous traffic patterns, the careful selection of appropriate ML models and optimal allocation of ML resources based on the current network’s ML resource usage is crucial [2].

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Research Areas(2)

• Data Intelligence

  Overview The importance and value of data is growing nowadays and recognized as driving forces of innovation and competitiveness in diverse industrial fields. As data generation is explosively gaining speed, the amount of data is also rapidly augmenting. However, it is not the large amount of data itself that leads to innovation, but the technology that enables using the data meaningfully. As Samsung Electronics operates within a wide range of business portfolios...

• Robotics

  Overview For many years in the past, the concept of ‘Robot’ had remained the same: to help people with routine labor mainly in industrial applications. Now, with the rapid development of AI, robotics, and cloud computing, the concept of robot has been revolutionized and redefined, allowing for the emergence of a new intelligent robot market not just for the industrial world but for various professional and personal use cases in people’s normal lives. To address ...

Publications(92)

• On-device System of Compositional Multi-tasking in Large Language Models

  AuthorOndrej Bohdal, Kyeng-Hun Lee, Jijoong Moon, Hyeonmok Ko, Mete Ozay

  PublishedThe 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP Industry Track)

  Date2025-11-04

• Scaling Model Merging with Frank-Wolfe Optimization

  AuthorShell Xu Hu, Timothy hospedales

  PublishedInternational Conference on Computer Vision/ European Conference on Computer Vision (ICCV)

  Date2025-10-19

• LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

  AuthorOndrej Bohdal, Mete Ozay

  PublishedIEEE/CVF International Conference on Computer Vision (ICCV)

  Date2025-10-19

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News(35)

• [Blog] 6G AI/ML for Physical-layer: Part II – Audio Traffic with JSCM

  For decades, wireless systems have been built around one central objective: deliver bits as accurately as possible. That design philosophy has served the industry well, but it also reflects a strong assumption that communication quality is determined mainly by bit accuracy.

• [Blog] Evolution of the CU–DU Split Architecture for AI-Native 6G RAN

  Evolution of the CU-DU split architecture for 6G RAN is expected to ensure adaptive intelligence for network optimization, enhanced edge security, and seamless evolution in 6G era.

• [Blog] 6G AI/ML for Physical-layer: Part II - CSI compression with JSCM

  In modern wireless systems, the efficient acquisition of Channel State Information (CSI) has become increasingly critical, driven by the deployment of massive antenna arrays and the demand for higher spectral efficiency.

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Others(3)

• Samsung AI Center - Moscow

  About Us Papers Play Samsung AI Center – Moscow is the first institution in Russia focused directly on artificial intelligence (AI), where Russia’s strengths and capabilities in fundamental sciences, especially mathematics and physics, are brought together with Samsung global R&D strategy. Samsung AI Center - Moscow is led by Dr. Anton Konushin who is world-known AI Computer Vision expert and associate professor at Moscow State University and Higher School of Econo...

• Samsung Security Tech Forum 2020

  August 18, 2020, 10:00 - 15:00 (KST) Live Stream Watch Now Schedule 10:00 - 10:05 Introduction 10:05 - 10:10 Opening Remarks Sebastian Seung|Corporate President, Samsung Research 10:10 - 10:40 Keynote 1 >> Toward Safe Life Experiences through Security and Privacy Yong Ho Hwang|Vice President, Samsung Research Daniel Ahn|Senior Vice President, Samsung Electronics 10:40 - 11:20 Keynote 2 >> Privacy in the Era of Big Data, Machine Learning, IoT, and 5...

• Samsung Security Tech Forum 2020

  제4회 삼성전자 보안 기술 포럼 2020. 8. 18(화) 10:00 - 15:00 Live stream Watch Now Schedule 10:00 - 10:05 Introduction 10:05 - 10:10 Opening Remarks Sebastian Seung|Corporate President, Samsung Research 10:10 - 10:40 Keynote 1 >> Toward Safe Life Experiences through Security and Privacy Yong Ho Hwang|Vice President, Samsung Research Daniel Ahn|Senior Vice President, Samsung Electronics 10:40 - 11:20 Keynote 2 >> Privacy in the Era of Big Data, Machine Learning, ...