Zobrazeno 1 - 10
of 4 865
pro vyhledávání: '"Brubaker, P."'
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
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
As AI systems quickly improve in both breadth and depth of performance, they lend themselves to creating increasingly powerful and realistic agents, including the possibility of agents modeled on specific people. We anticipate that within our lifetim
Externí odkaz:
http://arxiv.org/abs/2402.01662
Electron cryomicroscopy (cryo-EM) is an imaging technique widely used in structural biology to determine the three-dimensional structure of biological molecules from noisy two-dimensional projections with unknown orientations. As the typical pipeline
Externí odkaz:
http://arxiv.org/abs/2311.16100
Autor:
Aumentado-Armstrong, Tristan, Mirzaei, Ashkan, Brubaker, Marcus A., Kelly, Jonathan, Levinshtein, Alex, Derpanis, Konstantinos G., Gilitschenski, Igor
Neural Radiance Fields (NeRFs) have proven to be powerful 3D representations, capable of high quality novel view synthesis of complex scenes. While NeRFs have been applied to graphics, vision, and robotics, problems with slow rendering speed and char
Externí odkaz:
http://arxiv.org/abs/2310.17880