Zobrazeno 1 - 10
of 44 109
pro vyhledávání: '"A Arman"'
In this paper, we propose a network architecture where two types of aerial infrastructures together with a ground station provide connectivity to a remote area. A high altitude platform station (HAPS) is equipped with reconfigurable intelligent surfa
Externí odkaz:
http://arxiv.org/abs/2409.17817
In smart manufacturing, scheduling autonomous internal logistic vehicles is crucial for optimizing operational efficiency. This paper proposes a multi-agent deep Q-network (MADQN) with a layer-based communication channel (LBCC) to address this challe
Externí odkaz:
http://arxiv.org/abs/2411.00728
Multi-document (MD) processing is crucial for LLMs to handle real-world tasks such as summarization and question-answering across large sets of documents. While LLMs have improved at processing long inputs, MD contexts still present challenges, such
Externí odkaz:
http://arxiv.org/abs/2410.23463
Autor:
Shangguan, Ziyao, Li, Chuhan, Ding, Yuxuan, Zheng, Yanan, Zhao, Yilun, Fitzgerald, Tesca, Cohan, Arman
Existing benchmarks often highlight the remarkable performance achieved by state-of-the-art Multimodal Foundation Models (MFMs) in leveraging temporal context for video understanding. However, how well do the models truly perform visual temporal reas
Externí odkaz:
http://arxiv.org/abs/2410.23266
Many alignment methods, including reinforcement learning from human feedback (RLHF), rely on the Bradley-Terry reward assumption, which is insufficient to capture the full range of general human preferences. To achieve robust alignment with general p
Externí odkaz:
http://arxiv.org/abs/2410.23223
Autor:
Oganisian, Arman, Hogan, Joseph, Sang, Edwin, DeLong, Allison, Mosong, Ben, Fraser, Hamish, Mwangi, Ann
Like many chronic diseases, human immunodeficiency virus (HIV) is managed over time at regular clinic visits. At each visit, patient features are assessed, treatments are prescribed, and a subsequent visit is scheduled. There is a need for data-drive
Externí odkaz:
http://arxiv.org/abs/2410.22481
Autor:
JU, Da, Jiang, Song, Cohen, Andrew, Foss, Aaron, Mitts, Sasha, Zharmagambetov, Arman, Amos, Brandon, Li, Xian, Kao, Justine T, Fazel-Zarandi, Maryam, Tian, Yuandong
Publikováno v:
EMNLP 2024 Demo Track
Travel planning is a challenging and time-consuming task that aims to find an itinerary which satisfies multiple, interdependent constraints regarding flights, accommodations, attractions, and other travel arrangements. In this paper, we propose To t
Externí odkaz:
http://arxiv.org/abs/2410.16456
This paper addresses the problem of detecting changes when only unnormalized pre- and post-change distributions are accessible. This situation happens in many scenarios in physics such as in ferromagnetism, crystallography, magneto-hydrodynamics, and
Externí odkaz:
http://arxiv.org/abs/2410.14615
Deep learning has achieved great success in modeling dynamical systems, providing data-driven simulators to predict complex phenomena, even without known governing equations. However, existing models have two major limitations: their narrow focus on
Externí odkaz:
http://arxiv.org/abs/2410.11480
We investigate the ionization state of very energetic cosmic ray nuclei in photon fields, such as the cosmic microwave background (CMB) in extragalactic propagation and the environment surrounding the acceleration site in astrophysical sources. We fo
Externí odkaz:
http://arxiv.org/abs/2410.11958