Blog(3)
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].
Existing memory reclamation policies on mobile devices may be no longer valid because they have negative effects on the response time of running applications.
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)
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 ...
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...
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 ...
Publications(868)
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
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
AuthorShell Xu Hu
PublishedConference on Empirical Methods in Natural Language Processing (EMNLP)
Date2024-11-13
News(410)
AI is rapidly becoming an integral part of daily life. Samsung Electronics’ “AI for All” vision focuses on providing users with enriching AI experiences throughout their daily lives by setting a new standard for next-generation devices with AI-powered mobile devices, TVs and home appliances.
The rapid advancements in artificial intelligence (AI) have led to the development of increasingly sophisticated and powerful artificial neural networks (ANNs).
In 2023 Samsung joined and became an official member of “RISE (RISC-V Software Ecosystem)” project. Since then our company is participating in the development of a variety of projects and porting them to RISC-V architecture
Others(49)
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...
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...
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...
