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19992026
most citedfastai: A Layered API for Deep Learning

1k citations

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13 papers · 1 filter

cs.LG2023★ 2 cited

Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs

Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou +3

Graph-based signal processing techniques have become essential for handling data in non-Euclidean spaces. However, there is a growing awareness that these graph models might need t…

eess.IV2023★ 4 cited

Are foundation models efficient for medical image segmentation?

Danielle Ferreira, Rima Arnaout

Foundation models are experiencing a surge in popularity. The Segment Anything model (SAM) asserts an ability to segment a wide spectrum of objects but required supervised training…

eess.IV2023★ 6 cited

A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network

Ariana M. Familiar, Anahita Fathi Kazerooni, Hannah Anderson +37

Pediatric brain and spinal cancers remain the leading cause of cancer-related death in children. Advancements in clinical decision-support in pediatric neuro-oncology utilizing the…

physics.soc-ph2023★ 2 cited

Noctalgia (sky grief): Our Brightening Night Skies and Loss of Environment for Astronomy and Sky Traditions

Aparna Venkatesan, John C. Barentine

Fifty years after the first mention of light pollution in Science, the journal recently elevated this topic to the cover of its 16 June 2023 issue, highlighting the large impact on…

astro-ph.GA2023★ 4 cited

Simulation-guided galaxy evolution inference: A case study with strong lensing galaxies

Andreas Filipp, Yiping Shu, Ruediger Pakmor +2

Understanding the evolution of galaxies provides crucial insights into a broad range of aspects in astrophysics, including structure formation and growth, the nature of dark energy…

astro-ph.GA2023★ 5 cited

DESI-253.2534+26.8843: A New Einstein Cross Spectroscopically Confirmed with VLT/MUSE and Modeled with GIGA-Lens

Aleksandar Cikota, Ivonne Toro Bertolla, Xiaosheng Huang +10

Gravitational lensing provides unique insights into astrophysics and cosmology, including the determination of galaxy mass profiles and constraining cosmological parameters. We pre…

physics.med-ph2023★ 6 cited

Panoramic Voltage-Sensitive Optical Mapping of Contracting Hearts using Cooperative Multi-View Motion Tracking with 12 to 24 Cameras

Shrey Chowdhary, Jan Lebert, Shai Dickman +2

Voltage-sensitive fluorescence imaging is widely used to image action potential waves in the heart. However, while the electrical waves trigger mechanical contraction, imaging need…

cs.CY2023★ 8 cited

Word differences in news media of lower and higher peace countries revealed by natural language processing and machine learning

Larry S. Liebovitch, William Powers, Lin Shi +3

Language is both a cause and a consequence of the social processes that lead to conflict or peace. Hate speech can mobilize violence and destruction. What are the characteristics o…

cs.LG2023★ 8 cited

Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems

Robert J. Moss, Mykel J. Kochenderfer, Maxime Gariel +1

Estimating the probability of failure is an important step in the certification of safety-critical systems. Efficient estimation methods are often needed due to the challenges pose…

physics.optics2023★ 12 cited

Holding and amplifying electromagnetic waves with temporal non-Foster metastructures

Victor Pacheco-Peña, Yasaman Kiasat, Diego M. Solís +2

We introduce a mechanism that can both hold and amplify electromagnetic waves by rapidly changing the permittivity of the medium during the wave travel from a positive to a dispers…

stat.AP2023★ 4 cited

Predicting Elite NBA Lineups Using Individual Player Order Statistics

Susan E. Martonosi, Martin Gonzalez, Nicolas Oshiro

NBA team managers and owners try to acquire high-performing players. An important consideration in these decisions is how well the new players will perform in combination with thei…

math.CO2023

Unshuffling a deck of cards

Cornelia A. Van Cott, Katie Wang

We investigate the mathematics behind unshuffles, a type of card shuffle closely related to classical perfect shuffles. To perform an unshuffle, deal all the cards alternately into…

astro-ph.CO2023★ 10 cited

Retrospective Search for Strongly Lensed Supernovae in the DESI Legacy Imaging Surveys

William Sheu, Xiaosheng Huang, Aleksandar Cikota +3

The introduction of deep wide-field surveys in recent years and the adoption of machine learning techniques have led to the discoveries of strong gravitational…