Blog(27)

• 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.

• [CVPR 2022 Series #1] Probabilistic Procedure Planning in Instructional Videos

  The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) is a world-renowned international Artificial Intelligence (AI) conference co-hosted by the Institute of Electrical and Electronics Engineers (IEEE) and the Computer Vision Foundation (CVF) which has been running since 1983. CVPR is widely considered to be one of the three most significant international conferences in the field of computer vision, alongside the International Conference on Computer Vision (ICCV) and the European Conference on Computer Vision (ECCV).

• Enabling Light-Weight AI-based Positioning by Log Signature Transform of Wireless Channels

  Accurate positioning in scenarios with predominant multi-path propagation and non-line-of-sight (NLOS), such as an indoor factory with dense clutter shown in Figure 1, is a challenging task. Conventional positioning methods like trilateration based on time of arrival (TOA) usually perform poorly in these scenarios.

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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(796)

• A Bayesian Approach to Data Point Selection

  AuthorMinyoung Kim, Royson Lee, Brais Martinez, Timothy Hospedales

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2024-12-11

• QBB: Quantization with Binary Bases for LLMs

  AuthorAdrian Bulat, Yassine Ouali, Georgios Tzimiropoulos

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2024-12-11

• Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers

  AuthorJunhan Kim, Chungman Lee, Eulrang Cho, Kyungphil Park, Ho-young Kim, Joonyoung Kim, Yongkweon Jeon

  PublishedNeural Information Processing Systems (NeurIPS)

  Date2024-12-11

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News(412)

• Samsung Electronics Secures Two Leadership Positions in 3GPP

  Samsung Electronics has secured new chair and vice-chair positions in the 3rd Generation Partnership Project (3GPP), the world’s largest telecommunications standards organization.

• Samsung R&D Institute Ukraine Honored for Excellence in Academic-Industry Collaboration with KPI

  Samsung R&D Institute Ukraine (SRUKR) has been honored with the "For Merits to Kyiv Polytechnic Institute" award by the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" (KPI).

• [Blog] AI-Driven Modem Innovations for Shaping the Future RAN

  Wireless communication systems have evolved rapidly to meet the increasing demands for high data rates, low latency, and reliable connectivity.

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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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