Blog(39)

• Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning

  Stable Diffusion [1] for Super Resolution (i.e. SD-SR), has been shown to produce steep improvements compared to previous SR approaches.

• Multi-task Learning for Speech Emotion Recognition in Naturalistic Conditions

  Speech Emotion Recognition (SER) is a crucial task in human-computer interaction, enabling applications such as mental health monitoring, affective computing, and customer service automation.

• 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.

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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(822)

• LittleBit: Ultra-Low Bit Quantization via Latent Factorization

  AuthorBanseok Lee, Dongkyu Kim, Youngcheon You, Youngmin Kim

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2025-12-02

• Hearable Image: On-Device Image-Driven Sound Effect Generation for Hearing What You See

  AuthorDeokjun Eom, Nahyun Kim, Woohyun Nam, Kyung-Rae Kim, Chaebin Im, Jungwon Park

  PublishedInternational Conference on Information and Knowledge Management (CIKM)

  Date2025-11-10

• CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy

  AuthorDongyoung Kim, Mahmoud Afifi, Michael S. Brown

  PublishedInternational Conference on Computer Vision (ICCV)

  Date2025-10-21

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News(462)

• [Blog] Beyond Heuristics: Forging the AI-Native RAN with AI L2 Radio Resource Scheduling

  Samsung Research is preparing for future wireless technologies with convergence research of AI and communications, in which AI-native approaches drive designing and operations of entire RAN (Radio Access Network) and CN (Core Network).

• Samsung and SK Telecom Join Forces To Lead 6G Era With AI-RAN Technology

  Samsung Electronics and SK Telecom (SKT) signed a memorandum of understanding (MOU) to develop core 6G technologies, with a primary focus on artificial intelligence-based radio access network (AI-RAN) technology.

• Samsung Electronics Hosts Silicon Valley Future Wireless Summit 2025

  Samsung Electronics today hosted the Silicon Valley Future Wireless Summit 2025 in Mountain View, California under the theme “Unlocking New Possibilities with AI-Centric Networks.”

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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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