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pro vyhledávání: '"Brubaker P"'
Autor:
Goli, Lily, Sabour, Sara, Matthews, Mark, Brubaker, Marcus, Lagun, Dmitry, Jacobson, Alec, Fleet, David J., Saxena, Saurabh, Tagliasacchi, Andrea
There has been extensive progress in the reconstruction and generation of 4D scenes from monocular casually-captured video. While these tasks rely heavily on known camera poses, the problem of finding such poses using structure-from-motion (SfM) ofte
Externí odkaz:
http://arxiv.org/abs/2411.18650
Autor:
Rosenberg, Gili, Brubaker, J. Kyle, Schuetz, Martin J. A., Zhu, Elton Yechao, Kadıoğlu, Serdar, Borujeni, Sima E., Katzgraber, Helmut G.
Pruning neural networks, which involves removing a fraction of their weights, can often maintain high accuracy while significantly reducing model complexity, at least up to a certain limit. We present a neural network pruning technique that builds up
Externí odkaz:
http://arxiv.org/abs/2411.17796
Autor:
Tian, Yuanyuan, Li, Wenwen, Hu, Lei, Chen, Xiao, Brook, Michael, Brubaker, Michael, Zhang, Fan, Liljedahl, Anna K.
Retrieval and recommendation are two essential tasks in modern search tools. This paper introduces a novel retrieval-reranking framework leveraging Large Language Models (LLMs) to enhance the spatiotemporal and semantic associated mining and recommen
Externí odkaz:
http://arxiv.org/abs/2411.12880
Autor:
Chaves, Antonio A., Resende, Mauricio G. C., Schuetz, Martin J. A., Brubaker, J. Kyle, Katzgraber, Helmut G., de Arruda, Edilson F., Silva, Ricardo M. A.
This paper presents the Random-Key Optimizer (RKO), a versatile and efficient stochastic local search method tailored for combinatorial optimization problems. Using the random-key concept, RKO encodes solutions as vectors of random keys that are subs
Externí odkaz:
http://arxiv.org/abs/2411.04293
Autor:
Brubaker, Ben, Dasher, A. Suki, Hu, Michael, Jain, Nupur, Li, Yifan, Lin, Yi, Mihaila, Maria, Tran, Van, Ünel, I. Deniz
We use algebraic methods in statistical mechanics to represent a multi-parameter class of polynomials in severable variables as partition functions of a new family of solvable lattice models. The class of polynomials, defined by A.N. Kirillov, is der
Externí odkaz:
http://arxiv.org/abs/2410.07960
Publikováno v:
Open Access Journal of Sports Medicine, Vol Volume 12, Pp 119-128 (2021)
Spencer W Sullivan,1,2 Niles A Fleet,3 Vanessa A Brooks,3 Jennifer Bido,2 Benedict U Nwachukwu,2 Peter H Brubaker1 1Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, 27106, USA; 2Sports Medicine and Shoulder Servic
Externí odkaz:
https://doaj.org/article/a85ed7ba020340798a0d951ac1969fa6
Cryo-EM is an increasingly popular method for determining the atomic resolution 3D structure of macromolecular complexes (eg, proteins) from noisy 2D images captured by an electron microscope. The computational task is to reconstruct the 3D density o
Externí odkaz:
http://arxiv.org/abs/2406.10455
Autor:
Yu, Jason J., Aumentado-Armstrong, Tristan, Forghani, Fereshteh, Derpanis, Konstantinos G., Brubaker, Marcus A.
This paper considers the problem of generative novel view synthesis (GNVS), generating novel, plausible views of a scene given a limited number of known views. Here, we propose a set-based generative model that can simultaneously generate multiple, s
Externí odkaz:
http://arxiv.org/abs/2402.17986
Publikováno v:
Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems (CHI '24)
LGBTQ+ people have received increased attention in HCI research, paralleling a greater emphasis on social justice in recent years. However, there has not been a systematic review of how LGBTQ+ people are researched or discussed in HCI. In this work,
Externí odkaz:
http://arxiv.org/abs/2402.07864
While colonization has sociohistorically impacted people's identities across various dimensions, those colonial values and biases continue to be perpetuated by sociotechnical systems. One category of sociotechnical systems--sentiment analysis tools--
Externí odkaz:
http://arxiv.org/abs/2401.10535