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pro vyhledávání: '"Carson AT"'
This paper introduces Open-Amp, a synthetic data framework for generating large-scale and diverse audio effects data. Audio effects are relevant to many musical audio processing and Music Information Retrieval (MIR) tasks, such as modelling of analog
Externí odkaz:
http://arxiv.org/abs/2411.14972
Autor:
Carson, Erin, Ma, Yuxin
The block classical Gram--Schmidt (BCGS) algorithm and its reorthogonalized variant are widely-used methods for computing the economic QR factorization of block columns $X$ due to their lower communication cost compared to other approaches such as mo
Externí odkaz:
http://arxiv.org/abs/2411.07077
Perception algorithms are ubiquitous in modern autonomy stacks, providing necessary environmental information to operate in the real world. Many of these algorithms depend on the visibility of keypoints, which must remain within the robot's line-of-s
Externí odkaz:
http://arxiv.org/abs/2410.22596
Publikováno v:
Proc. AAAI/ACM Conf. AI, Ethics & Soc., 7 (2024) 1539-1555
Industry actors in the United States have gained extensive influence in conversations about the regulation of general-purpose artificial intelligence (AI) systems. Although industry participation is an important part of the policy process, it can als
Externí odkaz:
http://arxiv.org/abs/2410.13042
The safety and robustness of large language models (LLMs) based applications remain critical challenges in artificial intelligence. Among the key threats to these applications are prompt hacking attacks, which can significantly undermine the security
Externí odkaz:
http://arxiv.org/abs/2410.13901
Autor:
Damiano, Mario, Shaklan, Stuart, Hu, Renyu, Dunne, Brian, Tanner, Angelle, Nida, Aly, Carson, Joseph C., Hildebrandt, Sergi R., Lisman, Doug
Starshade is one of the technologies that will enable the observation and characterization of small planets around nearby stars through direct imaging. The Starshade Exoplanetary Data Challenge (SEDC) was designed to validate starshade-imaging's nois
Externí odkaz:
http://arxiv.org/abs/2410.09183
Autor:
Carson, Erin, Daužickaitė, Ieva
Sketching-based preconditioners have been shown to accelerate the solution of dense least-squares problems with coefficient matrices having substantially more rows than columns. The cost of generating these preconditioners can be reduced by employing
Externí odkaz:
http://arxiv.org/abs/2410.06319
Autor:
Ziemke, Carson, Nguyen, Ha M., Amaya-Roncancio, Sebastian, Gahl, John, Xing, Yangchuan, Heitmann, Thomas W., Wexler, Carlos
The monoclinic (m-LBO) and tetragonal (t-LBO) polymorphs of LiBO2 have significant potential for applications such as solid electrolytes and electrode coatings of lithium-ion batteries. While comparative experimental studies of electron and lithium t
Externí odkaz:
http://arxiv.org/abs/2410.06284
Recognizing the challenges with current tornado warning systems, we investigate alternative approaches. In particular, we present a database engi-neered system that integrates information from heterogeneous rich data sources, including climatology da
Externí odkaz:
http://arxiv.org/abs/2409.17668
Autor:
Carson, Erin Claire, Hercík, Jakub
As computational machines are becoming larger and more complex, the probability of hardware failure rises. ``Silent errors'', or, bit flips, may not be immediately apparent but can cause detrimental effects to algorithm behavior. In this work, we exa
Externí odkaz:
http://arxiv.org/abs/2409.16796