Blog(51)

• Real-Time Multilingual Video Subtitle Spotting on Resource-Constrained Devices

  Accurate real-time on-device video subtitles spotting is essential for many applications such as subtitle translation, text-to-speech conversion, video content comprehension.

• Drop-DTW: A Differentiable Method for Sequence Alignment that can Handle Outliers

  The problem of sequence-to-sequence alignment is central to many computational applications. Aligning two sequences (e.g., temporal signals) entails computing the optimal pairwise correspondence between the sequence elements while preserving their match orderings.

• From Modules to Agents: An Automatic AI Inference Optimization Compiler for 5G RAN

  The 5G Radio Access Network (RAN) has rapidly become a fertile ground for artificial intelligence. Across both the physical layer (L1, PHY) and the data link layer (L2), AI models are increasingly being deployed to handle tasks once reserved for hand-engineered signal processing algorithms [1].

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Research Areas(7)

• Artificial Intelligence

  Overview Artificial Intelligence In the future, AI technology will become much more prevalent and we will interact with smart devices on a daily basis. These devices will understand our needs via spoken commands, visual gestures, and other cues and be able to help and guide us appropriately. New AI technology in the home and in the workplace will enable us to carry out our routines more efficiently; however, we need to ensure that these technologies operate in a ...

• 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...

• Next Generation Communications

  Overview The communication technology provides the infrastructure needed to enable people and things (i.e., devices, places, etc.) to connect and interact with one another across physical and virtual spaces. It is the foundation of a smarter age in which AI and robots will become a common part of our daily lives. The communication technology will continue to evolve fast to connect people with machines and things through more and faster exchange of information. To...

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Publications(835)

• Two-Stage Grid Optimization for Group-wise Quantization of LLMs

  AuthorGukryeol Lee, Jeewook Kim, Yongkweon Jeon

  PublishedIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

  Date2026-05-04

• On the Importance of a Multi-Scale Calibration for Quantization

  AuthorIngyu Seong, Hyemi Jang, Yongkweon Jeon

  PublishedIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

  Date2026-05-04

• TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation

  AuthorYeo Jeong Park, Chungman Lee, Ho-young Kim, Joonyoung Kim, Yongkweon Jeon

  PublishedInternational Conference on Learning Representations (ICLR)

  Date2026-04-23

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News(500)

• Samsung R&D Institute Poland Hosts EU B2B Technical Summit

  In an era where enterprise technology evolves at an unprecedented pace, maintaining a competitive edge requires more than just reading about the latest trends; it requires active collaboration and continuous learning. On May 19 and 20, 2026, a major European Research and Development Institute located in Poland addressed this need by hosting the highly anticipated EU B2B Tech Summit.

• [Blog] Practical AI-Driven Traffic Classification for Next Gen Service-Aware RAN

  Modern mobile networks are carrying increasingly diverse types of traffic, including video streaming, cloud gaming, Exteded Reality (XR)/Virtual Reality (VR) services, and emerging AI-driven applications.

• [Blog] From Modules to Agents: An Automatic AI Inference Optimization Compiler for 5G RAN

  The 5G Radio Access Network (RAN) has rapidly become a fertile ground for artificial intelligence. Across both the physical layer (L1, PHY) and the data link layer (L2), AI models are increasingly being deployed to handle tasks once reserved for hand-engineered signal processing algorithms [1].

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Others(46)

• Samsung AI Forum 2021

  November 1-2, 2021 Live stream Watch Now Play Day 1 날짜November 1, 2021 주관Hosted by Samsung Advanced Institute of Technology videoReplay video Day 2 날짜November 2, 2021 주관Hosted by Samsung Research Schedule Day 2 November 2, 2021 Hosted by Samsung Research 09:00 - 09:20 Welcome & Introduction Sebastian Seung|Corporate President of Samsung Electronics >> Reference Papers >> 09:20 - 09:50 Keynote. How to Augment Supervised Learning with Reasoning >> Les...

• Samsung AI Forum 2021

  제5회 삼성 AI 포럼 2021.11.1 – 11.2 Live stream Watch Now Play Day 1 날짜2021.11.1(월) 주관삼성종합기술원 주관 주관다시보기 Day 2 날짜2021.11.2(화) 주관삼성리서치 주관 Schedule Day 2 11.2 (화) 삼성리서치 주관 09:00 - 09:20 Welcome & Introduction Sebastian Seung|Corporate President of Samsung Electronics >> Reference Papers >> 09:20 - 09:50 Keynote. How to Augment Supervised Learning with Reasoning >> Leslie Valiant|Professor, Harvard University 09:50 - 10:10 Panel Discussion [Moderator] Dani...

• Gallery

  SCPC 2021 SCPC 2021 September 4, 2021 SSTF 2021 SSTF 2021 August 17, 2021 SCPC 2020 SCPC 2020 November 7, 2020 SCPC 2020Play SCPC 2020 November 7, 2020 SAIF 2020 SAIF 2020 November 3, 2020 SAIF 2020 November 3, 2020 SOSCON 2020 SOSCON 2020 October 14, 2020 SOSCON 2020 October 14, 2020 SSTF 2020 SSTF 2020 August 18, 2020 SSTF 2020 August 18, 2020 SAIF 2019 SAIF 2019 November 4, 2019 SAIF 2019Play SAIF 2019 November 4, 2019 SSTF 2019 SSTF 2019 August 20, 2019 SSTF ...

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