Zobrazeno 1 - 10
of 26 304
pro vyhledávání: '"P, Chandler"'
Autor:
Chandler, Talon, Hirata-Miyasaki, Eduardo, Ivanov, Ivan E., Liu, Ziwen, Sundarraman, Deepika, Ryan, Allyson Quinn, Jacobo, Adrian, Balla, Keir, Mehta, Shalin B.
Correlative computational microscopy is accelerating the mapping of dynamic biological systems by integrating morphological and molecular measurements across spatial scales, from organelles to entire organisms. Visualization, measurement, and predict
Externí odkaz:
http://arxiv.org/abs/2412.09775
Total variation (TV) is a widely used function for regularizing imaging inverse problems that is particularly appropriate for images whose underlying structure is piecewise constant. TV regularized optimization problems are typically solved using pro
Externí odkaz:
http://arxiv.org/abs/2412.07718
Autor:
Brouillard, Philippe, Squires, Chandler, Wahl, Jonas, Kording, Konrad P., Sachs, Karen, Drouin, Alexandre, Sridhar, Dhanya
Causal discovery aims to automatically uncover causal relationships from data, a capability with significant potential across many scientific disciplines. However, its real-world applications remain limited. Current methods often rely on unrealistic
Externí odkaz:
http://arxiv.org/abs/2412.01953
Autor:
Motwani, Sumeet Ramesh, Smith, Chandler, Das, Rocktim Jyoti, Rybchuk, Markian, Torr, Philip H. S., Laptev, Ivan, Pizzati, Fabio, Clark, Ronald, de Witt, Christian Schroeder
Enabling effective collaboration among LLMs is a crucial step toward developing autonomous systems capable of solving complex problems. While LLMs are typically used as single-model generators, where humans critique and refine their outputs, the pote
Externí odkaz:
http://arxiv.org/abs/2412.01928
Autor:
Robinson, James E., Schwamb, Megan E., Jones, R. Lynne, Jurić, Mario, Yoachim, Peter, Bolin, Bryce T., Chandler, Colin O., Chesley, Steven R., Fedorets, Grigori, Fraser, Wesley C., Greenstreet, Sarah, Hsieh, Henry H., Merritt, Stephanie R., Opitom, Cyrielle, Parejko, John K.
The Vera C. Rubin Observatory is due to commence the 10-year Legacy Survey of Space and Time (LSST) at the end of 2025. To detect transient/variable sources and identify solar system objects (SSOs), the processing pipelines require templates of the s
Externí odkaz:
http://arxiv.org/abs/2411.19796
Autor:
Sedaghat, Nima, Chatchadanoraset, Tanawan, Chandler, Colin Orion, Mahabal, Ashish, Eslami, Maryam
Motivated by the scarcity of proper labels in an astrophysical application, we have developed a novel technique, called Selfish Evolution, which allows for the detection and correction of corrupted labels in a weakly supervised fashion. Unlike method
Externí odkaz:
http://arxiv.org/abs/2412.00077
Autor:
Reuel, Anka, Hardy, Amelia, Smith, Chandler, Lamparth, Max, Hardy, Malcolm, Kochenderfer, Mykel J.
AI models are increasingly prevalent in high-stakes environments, necessitating thorough assessment of their capabilities and risks. Benchmarks are popular for measuring these attributes and for comparing model performance, tracking progress, and ide
Externí odkaz:
http://arxiv.org/abs/2411.12990
We present a hierarchical framework to solve robot planning as an input control problem. At the lowest level are temporary closed control loops, ("tasks"), each representing a behaviour, contingent on a specific sensory input and therefore temporary.
Externí odkaz:
http://arxiv.org/abs/2411.11510
Bending the edge of a thin elastic material promotes rigidity far from its clamped boundary. However, this curvature-induced rigidity can be overwhelmed by gravity or other external loading, resulting in elastic buckling and large deformations. We co
Externí odkaz:
http://arxiv.org/abs/2411.10382
Accurate estimates of causal effects play a key role in decision-making across applications such as healthcare, economics, and operations. In the absence of randomized experiments, a common approach to estimating causal effects uses \textit{covariate
Externí odkaz:
http://arxiv.org/abs/2411.08141