Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling

Kavli Affiliate: Jing Wang | First 5 Authors: Wonho Bae, Jing Wang, Danica J. Sutherland, , | Summary: Most meta-learning methods assume that the (very small) context set used to establish a new task at test time is passively provided. In some settings, however, it is feasible to actively select which points to label; the […]


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Contexts facilitate dynamic value encoding in the mesolimbic dopamine system

Kavli Affiliate: Patricia Janak | Authors: Kurt Michael Fraser, Val L Collins, Amy R Wolff, David J Ottenheimer, Kaisa N Bornhoft, Fiona Pat, Bridget J Chen, Patricia H Janak and Benjamin T Saunders | Summary: Adaptive behavior in a dynamic environment often requires rapid revaluation of stimuli that deviates from well-learned associations. The divergence between […]


Continue.. Contexts facilitate dynamic value encoding in the mesolimbic dopamine system

Electric fields determine carbapenemase activity in class A β-lactamases

Kavli Affiliate: Michael Beer | Authors: Hira Jabeen, Michael Beer, James Spencer, Marc W van der Kamp, H Adrian Bunzel and Adrian J Mulholland | Summary: MAntimicrobial resistance is a public health crisis. Limited understanding of the catalytic drivers in resistance-mediating enzymes such as β-lactamases hinders our ability to combat this crisis. Here, we dissect […]


Continue.. Electric fields determine carbapenemase activity in class A β-lactamases

Male-male interactions shape mate selection in Drosophila

Kavli Affiliate: Vanessa Ruta | Authors: Tom Hindmarsh Sten, Rufei Li, Florian Hollunder, Shadé Eleazer and Vanessa Ruta | Summary: Males of many species have evolved behavioral traits to both attract females and repel rivals. Here, we explore mate selection in Drosophila from both the male and female perspective to shed light on how these […]


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Digitize your Biology! Modeling multicellular systems through interpretable cell behavior

Kavli Affiliate: Denis Wirtz | Authors: Jeanette A.I. Johnson, Genevieve L Stein-O’Brien, Max Booth, Randy Heiland, Furkan Kurtoglu, Daniel Bergman, Elmar Bucher, Atul Deshpande, Andre Forjaz, Michael Getz, Ines Godet, Melissa Lyman, John Metzcar, Jacob Mitchell, Andrew Raddatz, Heber L. Rocha, Jacobo Solorzano, Aneequa Sundus, Yafei Wang, Daniele M. Gilkes, Luciane T. Kagohara, Ashley L. […]


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Very Local Impact on the Spectrum of Cosmic-Ray Nuclei below 100 TeV

Kavli Affiliate: Igor Moskalenko | First 5 Authors: Mikhail Malkov, Igor Moskalenko, Patrick Diamond, Mingyun Cao, | Summary: Recent measurements of primary and secondary CR spectra, their arrival directions, and our improved knowledge of the magnetic field geometry around the heliosphere allow us to set a bound on the distance beyond which a puzzling 10-TeV […]


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On Why the 10-TeV Cosmic Ray Bump Originates in the Local Interstellar Medium

Kavli Affiliate: Igor Moskalenko | First 5 Authors: Mikhail Malkov, Patrick Diamond, Mingyun Cao, Igor Moskalenko, | Summary: Recent measurements of primary and secondary CR spectra, their arrival directions, and our improved knowledge of the magnetic field geometry around the heliosphere allow us to set a bound on the distance beyond which a puzzling 10-TeV […]


Continue.. On Why the 10-TeV Cosmic Ray Bump Originates in the Local Interstellar Medium

Robust reprogramming of glia into neurons by inhibition of Notch signaling and NFI factors in adult mammalian retina.

Kavli Affiliate: Seth Blackshaw | Authors: Nguyet Le, Trieu-Duc Vu, Isabella Palazzo, Ritvik Pulya, Yehna Kim, Seth Blackshaw and Thanh Hoang | Summary: Neurogenic competence is actively repressed in mature mammalian Muller glial cells, and previous studies have predicted that this is in part mediated by active Notch signaling. To determine whether global loss of […]


Continue.. Robust reprogramming of glia into neurons by inhibition of Notch signaling and NFI factors in adult mammalian retina.

A variational Monte Carlo approach to the SU(4) spin-orbital model on the triangular lattice

Kavli Affiliate: Yi Zhou | First 5 Authors: Chun Zhang, Hui-Ke Jin, Yi Zhou, , | Summary: Previous investigations have suggested that the simplest spin-orbital model on the simplest frustrated lattice can host a nematic quantum spin-orbital liquid state. Namely, the orbital degeneracy of the SU(4) Kugel-Khomskii (KK) model tends to enhance quantum fluctuations and […]


Continue.. A variational Monte Carlo approach to the SU(4) spin-orbital model on the triangular lattice

Topological spin-orbit-coupled fermions beyond rotating wave approximation

Kavli Affiliate: Long Zhang | First 5 Authors: Han Zhang, Wen-Wei Wang, Chang Qiao, Long Zhang, Ming-Cheng Liang | Summary: The realization of spin-orbit-coupled ultracold gases has driven a wide range of researches and is typically based on the rotating wave approximation (RWA). By neglecting the counter-rotating terms, RWA characterizes a single near-resonant spin-orbit (SO) […]


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