Blog(3)

• [INTERSPEECH 2022 Series #5] Prototypical Speaker-Interference Loss for Target Voice Separation Using Non-Parallel Audio Samples

  Deep learning based audio signal processing is increasingly becoming popular for solving the cocktail party problem [1-5]. A noisy signal, which is mixed by a clean and noise signal, is used as a pair with the clean signal for training a speech enhancement or source separation model [6-7].

• SWAM: Revisiting Swap and OOMK for Improving Application Responsiveness on Mobile Device

  Existing memory reclamation policies on mobile devices may be no longer valid because they have negative effects on the response time of running applications.

• Towards 6G AI: AI-based Non-linearity Compensator

  Coverage is one of the most important metrics in wireless communication systems. In general, since the transmission power of user equipment (UE), e.g., smartphone, is much smaller than that of base station, uplink communication coverage is shorter than downlink communication coverage.

Research Areas(8)

• 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 ...

• 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(726)

• 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(366)

• [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] Enabling Device Control Planning Capabilities of Small Language Model

  Wouldn't it be nice when you say ‘the room is too bright' and an automated system can plan to close the window and/or level down the lights to make the room less bright? To perform such device control task, the system not only requires understanding the intent of utterance, but also needs to devise multi-step plan to achieve the intended goal.

• Unveiling the Future: Samsung R&D Institute Poland Inside the Samsung B2B Summit at MWC Barcelona

  In the pulsating heart of the telecommunications universe, the Mobile World Congress (MWC) in Barcelona stands out as a beacon of innovation and collaboration. Amidst this grand congregation, the Samsung B2B Summit, organized by Samsung Global Mobile Business Team, marked a significant highlight, bringing together key European business customers, partners, and resellers for an exclusive insight into the future of technology.

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Others(49)

• 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...

• C - Lab

  Samsung Research operates a C-Lab (Creative Lab) program that encourages a creative corporate culture and supports/nurtures employees’ innovative ideas. Through this, employees can make their ideas into business and independently manage it, for which Samsung Research provides funds and consulting.Samsung Research operates a C-Lab (Creative Lab) program that encourages a creative corporate culture and supports/nurtures employees’ innovative ideas. Through this, emplo...

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