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pro vyhledávání: '"Lee, Vincent T."'
Autor:
Kim, Soo-Kyoung, Orr, Mona W., Turdiev, Husan, Jenkins, Conor C., Lormand, Justin D., Myers, Tanner M., Burnim, Audrey Andy, Carter, Jared.A., Kung, Warren C., Jiang, Xiaofang, Sondermann, Holger, Winkler, Wade C., Lee, Vincent T.
Publikováno v:
In Cell Reports 24 September 2024 43(9)
Autor:
Dangwal, Deeksha, Lee, Vincent T., Kim, Hyo Jin, Shen, Tianwei, Cowan, Meghan, Shah, Rajvi, Trippel, Caroline, Reagen, Brandon, Sherwood, Timothy, Balntas, Vasileios, Alaghi, Armin, Ilg, Eddy
As autonomous driving and augmented reality evolve, a practical concern is data privacy. In particular, these applications rely on localization based on user images. The widely adopted technology uses local feature descriptors, which are derived from
Externí odkaz:
http://arxiv.org/abs/2105.03812
Autor:
Dangwal, Deeksha, Cowan, Meghan, Alaghi, Armin, Lee, Vincent T., Reagen, Brandon, Trippel, Caroline
Users are demanding increased data security. As a result, security is rapidly becoming a first-order design constraint in next generation computing systems. Researchers and practitioners are exploring various security technologies to meet user demand
Externí odkaz:
http://arxiv.org/abs/2105.00378
Autor:
Cowan, Meghan, Dangwal, Deeksha, Alaghi, Armin, Trippel, Caroline, Lee, Vincent T., Reagen, Brandon
Homomorphic encryption (HE) is a privacy-preserving technique that enables computation directly on encrypted data. Despite its promise, HE has seen limited use due to performance overheads and compilation challenges. Recent work has made significant
Externí odkaz:
http://arxiv.org/abs/2101.07841
Stochastic computing (SC) is a high density, low-power computation technique which encodes values as unary bitstreams instead of binary-encoded (BE) values. Practical SC implementations require deterministic or pseudo-random number sequences which ar
Externí odkaz:
http://arxiv.org/abs/1902.05971
Stochastic computing (SC) is an emerging computing technique which offers higher computational density, and lower power over binary-encoded (BE) computation. Unlike BE computation, SC encodes values as probabilistic bitstreams which makes designing n
Externí odkaz:
http://arxiv.org/abs/1810.04756
Stochastic computing (SC) is an emerging computing technique that promises high density, low power, and error tolerant solutions. In SC, values are encoded as unary bitstreams and SC arithmetic circuits operate on one or more bitstreams. In many case
Externí odkaz:
http://arxiv.org/abs/1803.04862
Recent advances in neural networks (NNs) exhibit unprecedented success at transforming large, unstructured data streams into compact higher-level semantic information for tasks such as handwriting recognition, image classification, and speech recogni
Externí odkaz:
http://arxiv.org/abs/1706.02344
Autor:
Lee, Vincent T., Kotalik, Justin, Del Mundo, Carlo C., Alaghi, Armin, Ceze, Luis, Oskin, Mark
Similarity search is a critical primitive for a wide variety of applications including natural language processing, content-based search, machine learning, computer vision, databases, robotics, and recommendation systems. At its core, similarity sear
Externí odkaz:
http://arxiv.org/abs/1608.03175
Autor:
Lee, Vincent T., Mazumdar, Amrita, del Mundo, Carlo C., Alaghi, Armin, Ceze, Luis, Oskin, Mark
Similarity search is a key to a variety of applications including content-based search for images and video, recommendation systems, data deduplication, natural language processing, computer vision, databases, computational biology, and computer grap
Externí odkaz:
http://arxiv.org/abs/1606.03742