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of 119
pro vyhledávání: '"Marina, Mahesh"'
Autor:
Sun, Chuanhao, Triantafyllou, Thanos, Makris, Anthos, Drmač, Maja, Xu, Kai, Mai, Luo, Marina, Mahesh K.
View synthesis using Neural Radiance Fields (NeRF) and Gaussian Splatting (GS) has demonstrated impressive fidelity in rendering real-world scenarios. However, practical methods for accurate and efficient epistemic Uncertainty Quantification (UQ) in
Externí odkaz:
http://arxiv.org/abs/2410.05468
Autor:
Sun, Chuanhao, Yuan, Zhihang, Xu, Kai, Mai, Luo, Siddharth, N., Chen, Shuo, Marina, Mahesh K.
Fourier features based positional encoding (PE) is commonly used in machine learning tasks that involve learning high-frequency features from low-dimensional inputs, such as 3D view synthesis and time series regression with neural tangent kernels. De
Externí odkaz:
http://arxiv.org/abs/2407.09370
This paper presents MoE-Infinity, an offloading-efficient serving system for sparse mixture-of-experts (MoE) models. To optimize offloading, MoE-Infinity achieves novel request-level tracing for expert activation, capturing MoE's sparse execution pat
Externí odkaz:
http://arxiv.org/abs/2401.14361
Autor:
Mohan, Nitinder, Ferguson, Andrew, Cech, Hendrik, Renatin, Prakita Rayyan, Bose, Rohan, Marina, Mahesh, Ott, Jörg
Publikováno v:
In Proceedings of ACM Web Conference 2024 (WWW 24)
In recent years, Low-Earth Orbit (LEO) mega-constellations have emerged as a promising network technology and have ushered in a new era for democratizing Internet access. The Starlink network from SpaceX stands out as the only consumer-facing LEO net
Externí odkaz:
http://arxiv.org/abs/2310.09242
Spurred by the recent advances in deep learning to harness rich information hidden in large volumes of data and to tackle problems that are hard to model/solve (e.g., resource allocation problems), there is currently tremendous excitement in the mobi
Externí odkaz:
http://arxiv.org/abs/2009.02473
We investigate spatial patterns in mobile service consumption that emerge at national scale. Our investigation focuses on a representative case study, i.e., France, where we find that: (i) the demand for popular mobile services is fairly uniform acro
Externí odkaz:
http://arxiv.org/abs/1903.00433
We consider indoor mobile access, a vital use case for current and future mobile networks. For this key use case, we outline a vision that combines a neutral-host based shared small-cell infrastructure with a common pool of spectrum for dynamic shari
Externí odkaz:
http://arxiv.org/abs/1812.06183
Autor:
Challita, Ursula, Marina, Mahesh K.
Due to the dramatic growth in mobile data traffic on one hand and the scarcity of the licensed spectrum on the other hand, mobile operators are considering the use of unlicensed bands (especially those in 5 GHz) as complementary spectrum for providin
Externí odkaz:
http://arxiv.org/abs/1608.05069
The idea of having the geolocation database monitor the secondary use of TV white space (TVWS) spectrum and assist in coordinating the secondary usage is gaining ground. Considering the home networking use case, we leverage the geolocation database f
Externí odkaz:
http://arxiv.org/abs/1307.0962
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