Blog(22)

• 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(9)

• Focus Areas

  Focus Areas Core Technology Themes As Samsung Electronics’ advanced R&D hub, Samsung Research aims to discover new growth engines and prepare the future for Samsung Electronics. To achieve this goal, we are developing the next cutting-edge technologies that will offer an entirely new experience with value. Also, Samsung Research is redefining the future. We are aspiring to understand people and lifestyles to deliver meaningful experiences enabled by technologies....

• 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...

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Publications(664)

• On Optimization of Next-Generation Microservice-Based Core Networks

  AuthorAndrea Tassi, Daniel Warren, Yue Wang, Deval Bhamare, Rasoul Behravesh

  PublishedIEEE Transactions on Vehicular Technology

  Date2024-01-17

• Token Fusion: Bridging the Gap between Token Pruning and Token Merging

  AuthorRetiree,Shangqian Gao,Yen-Chang Hsu,Yilin Shen,Hongxia Jin

  PublishedIEEE Winter Conference on Applications of Computer Vision (WACV)

  Date2024-01-03

• Efficient Layout-Guided Image Inpainting for Mobile Use

  AuthorWenbo Li,Yi Wei,Yilin Shen,Hongxia Jin

  PublishedIEEE Winter Conference on Applications of Computer Vision (WACV)

  Date2024-01-03

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News(331)

• [Blog] Towards LLM-Based Automatic Boundary Detection for Human-Machine Mixed Text

  Large Language Models (LLMs), particularly the debut of ChatGPT, have made significant advancement and demonstrated the ability to produce coherent and natural-sounding text across a wide range of applications. However, the proliferation of generated text has raised concerns regarding the potential for misuse of these LLMs.

• [Blog] Dynamic Video Frame Interpolator with Integrated Difficulty Pre-Assessment

  Video frame interpolation (VFI) aims to generate intermediate frames between consecutive frames. It is widely applied in video generation [1] video editing [2], frame rate up-conversion [3], etc. Despite improved accuracy driven by deep learning, VFI models are becoming more and more computationally heavy, making them infeasible for practical applications.

• [Blog] FSPEN: An Ultra-Lightweight Network for Real Time Speech Enhancement

  Speech enhancement or noise suppression aims at improving the quality and intelligibility of noisy speech. It is an important frontend module for voice call, automatic speech recognition (ASR), and hearing aids system.

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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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