Zobrazeno 1 - 10
of 39 228
pro vyhledávání: '"KENYON, A"'
Autor:
Donhauser, Konstantin, Ulicna, Kristina, Moran, Gemma Elyse, Ravuri, Aditya, Kenyon-Dean, Kian, Eastwood, Cian, Hartford, Jason
Dictionary learning (DL) has emerged as a powerful interpretability tool for large language models. By extracting known concepts (e.g., Golden-Gate Bridge) from human-interpretable data (e.g., text), sparse DL can elucidate a model's inner workings.
Externí odkaz:
http://arxiv.org/abs/2412.16247
Autor:
Perkins, Simon J., Kenyon, Jonathan S., Andati, Lexy A. L., Bester, Hertzog L., Smirnov, Oleg M., Hugo, Benjamin V.
New radio interferometers such as MeerKAT, SKA, ngVLA, and DSA-2000 drive advancements in software for two key reasons. First, handling the vast data from these instruments requires subdivision and multi-node processing. Second, their improved sensit
Externí odkaz:
http://arxiv.org/abs/2412.12052
Autor:
Smirnov, Oleg M., Makhathini, Sphesihle, Kenyon, Jonathan S., Bester, Hertzog L., Perkins, Simon J., Ramaila, Athanaseus J. T., Hugo, Benjamin V.
Stimela2 is a new-generation framework for developing data reduction workflows. It is designed for radio astronomy data but can be adapted for other data processing applications. Stimela2 aims at the middle ground between ease of development, human r
Externí odkaz:
http://arxiv.org/abs/2412.10080
Autor:
Kenyon, Jonathan S., Perkins, Simon J., Bester, Hertzog L., Smirnov, Oleg M., Russeeawon, Cyndie, Hugo, Benjamin V.
Calibration of radio interferometer data ought to be a solved problem; it has been an integral part of data reduction for some time. However, as larger, more sensitive radio interferometers are conceived and built, the calibration problem grows in bo
Externí odkaz:
http://arxiv.org/abs/2412.10072
Autor:
Bester, Hertzog L., Kenyon, Jonathan S., Repetti, Audrey, Perkins, Simon J., Smirnov, Oleg M., Blecher, Tariq, Mhiri, Yassine, Roth, Jakob, Heywood, Ian, Wiaux, Yves, Hugo, Benjamin V.
The popularity of the CLEAN algorithm in radio interferometric imaging stems from its maturity, speed, and robustness. While many alternatives have been proposed in the literature, none have achieved mainstream adoption by astronomers working with da
Externí odkaz:
http://arxiv.org/abs/2412.10073
Autor:
Mascareñas, David, Green, Andre, Liao, Ashlee, Torrez, Michael, Cattaneo, Alessandro, Black, Amber, Bernardin, John, Kenyon, Garrett
Publikováno v:
International Modal Analysis Conference, Orlando, FL, 2024
We demonstrate the suitability of high dynamic range, high-speed, neuromorphic event-based, dynamic vision sensors for metallic additive manufacturing and welding for in-process monitoring applications. In-process monitoring to enable quality control
Externí odkaz:
http://arxiv.org/abs/2411.13108
Autor:
Kenyon, Richard, Wu, Haihan
We define $2n$-multiwebs on planar graphs and discuss their relation with $\mathrm{Sp}(2n)$-webs. On a planar graph with a symplectic local system we define a matrix whose Pfaffian is the sum of traces of $2n$-multiwebs. As application we generalize
Externí odkaz:
http://arxiv.org/abs/2411.03153
Autor:
Kenyon-Dean, Kian, Wang, Zitong Jerry, Urbanik, John, Donhauser, Konstantin, Hartford, Jason, Saberian, Saber, Sahin, Nil, Bendidi, Ihab, Celik, Safiye, Fay, Marta, Vera, Juan Sebastian Rodriguez, Haque, Imran S, Kraus, Oren
Large-scale cell microscopy screens are used in drug discovery and molecular biology research to study the effects of millions of chemical and genetic perturbations on cells. To use these images in downstream analysis, we need models that can map eac
Externí odkaz:
http://arxiv.org/abs/2411.02572
Autor:
Bendidi, Ihab, Whitfield, Shawn, Kenyon-Dean, Kian, Yedder, Hanene Ben, Mesbahi, Yassir El, Noutahi, Emmanuel, Denton, Alisandra K.
Understanding the relationships among genes, compounds, and their interactions in living organisms remains limited due to technological constraints and the complexity of biological data. Deep learning has shown promise in exploring these relationship
Externí odkaz:
http://arxiv.org/abs/2410.13956
Autor:
Cunningham, Tim, Caiazzo, Ilaria, Prusinski, Nikolaus Z., Fuller, James, Raymond, John C., Kulkarni, S. R., Neill, James D., Duffell, Paul, Martin, Chris, Toloza, Odette, Charbonneau, David, Kenyon, Scott J., Lin, Zeren, Matuszewski, Mateusz, McGurk, Rosalie, Polin, Abigail, Yao, Philippe Z.
The recently discovered Pa 30 nebula, the putative type Iax supernova remnant associated with the historical supernova of 1181 AD, shows puzzling characteristics that make it unique among known supernova remnants. In particular, Pa 30 exhibits a comp
Externí odkaz:
http://arxiv.org/abs/2410.10940