Blog(4)

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  Existing memory reclamation policies on mobile devices may be no longer valid because they have negative effects on the response time of running applications.

• Single-Channel Distance-Based Source Separation for Mobile GPU in Outdoor and Indoor Environments

  Distance-based source separation (DSS) is a recently developed approach to audio separation that classifies sources as “near” or “far” based on their distance from a reference microphone.

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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(869)

• 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(431)

• [Blog] OAMaskFlow: Occlusion-Aware Motion Mask for Scene Flow

  Scene flow task involves estimating both 3D structure and 3D motion of a complex and dynamic scene between a pair of video frames.

• [Blog] Mission Critical Communications Over 5G

  4G-based Mission Critical (MC) services standards (a.k.a. PS- LTE) brought in a major shift in the critical communications industry landscape, bringing much-needed broadband capabilities to public safety services, leading to successful commercial deployments in several key markets. 3GPP 5G standardization, currently in Release 19 has progressed significantly since its beginnings in Release 15, adding a number of key 5G capabilities.

• Forging Futures: How Samsung's PrePARe Programme is Pioneering a New Era of Research Leadership

  In today’s rapidly evolving innovation ecosystem, the ability to translate academic research into real-world impact has become a defining need.

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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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