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  Existing memory reclamation policies on mobile devices may be no longer valid because they have negative effects on the response time of running applications.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(6)

• 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...

• Robotics

  Overview For many years in the past, the concept of ‘Robot’ had remained the same: to help people with routine labor mainly in industrial applications. Now, with the rapid development of AI, robotics, and cloud computing, the concept of robot has been revolutionized and redefined, allowing for the emergence of a new intelligent robot market not just for the industrial world but for various professional and personal use cases in people’s normal lives. To address ...

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Publications(863)

• Recover: A Neuro-Symbolic Framework for Failure Detection and Recovery

  AuthorCristina Cornelio

  PublishedInternational Conference on Intelligent Robots and Systems (IROS)

  Date2024-10-14

• You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation

  AuthorMehdi Noroozi, Isma Hadji, Brais Martinez, Adrian Bulat, Georgios Tzimiropoulos

  PublishedEuropean Conference on Computer Vision (ECCV)

  Date2024-09-30

• CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

  AuthorYassine Ouali, Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos

  PublishedEuropean Conference on Computer Vision (ECCV)

  Date2024-09-30

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News(406)

• Samsung R&D Institute Ukraine Expands Fips Certification Portfolio

  Samsung Electronics recently announced that its proprietary cryptographic module, Samsung CryptoCore targeted for TV, has earned the prestigious FIPS 140-3 certification. This certification has been the latest addition to the long list of successes of the SRUKR Security Certification team, which started working on FIPS 140 series certifications back in 2016.

• Samsung's New Breakthrough in Speech and Image Signal Processing

  The 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) has accepted five research papers from Samsung R&D Institute China-Beijing (SRC-B). ICASSP, organized by the Institute of Electrical and Electronics Engineers (IEEE), represents a premier international conference in signal processing with substantial international influence.

• [Blog] Bringing RVV to Life: Overcoming Hardware Gaps in RISC-V Development

  As one of the premier members of the RISC-V Software Ecosystem (RISE) project , Samsung participates in efforts to improve the quality and availability of software on the RISC-V platform.

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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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