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pro vyhledávání: '"Dunlap AS"'
As the number of spacecraft in orbit continues to increase, it is becoming more challenging for human operators to manage each mission. As a result, autonomous control methods are needed to reduce this burden on operators. One method of autonomous co
Externí odkaz:
http://arxiv.org/abs/2412.10530
Autor:
Chou, Christopher, Dunlap, Lisa, Mashita, Koki, Mandal, Krishna, Darrell, Trevor, Stoica, Ion, Gonzalez, Joseph E., Chiang, Wei-Lin
With the growing adoption and capabilities of vision-language models (VLMs) comes the need for benchmarks that capture authentic user-VLM interactions. In response, we create VisionArena, a dataset of 230K real-world conversations between users and V
Externí odkaz:
http://arxiv.org/abs/2412.08687
Autor:
Vu, Duc-Ly, Dunlap, Trevor, Obermeier-Velazquez, Karla, Gibert, Paul, Meyers, John Speed, Torres-Arias, Santiago
Malicious attacks on open source software packages are a growing concern. This concern morphed into a panic-inducing crisis after the revelation of the XZ Utils backdoor, which would have provided the attacker with, according to one observer, a "skel
Externí odkaz:
http://arxiv.org/abs/2411.11017
Large language models (LLMs) often exhibit subtle yet distinctive characteristics in their outputs that users intuitively recognize, but struggle to quantify. These "vibes" -- such as tone, formatting, or writing style -- influence user preferences,
Externí odkaz:
http://arxiv.org/abs/2410.12851
Autor:
Huynh, Marie, Kline, Aaron, Surabhi, Saimourya, Dunlap, Kaitlyn, Mutlu, Onur Cezmi, Honarmand, Mohammadmahdi, Azizian, Parnian, Washington, Peter, Wall, Dennis P.
Early detection of autism, a neurodevelopmental disorder marked by social communication challenges, is crucial for timely intervention. Recent advancements have utilized naturalistic home videos captured via the mobile application GuessWhat. Through
Externí odkaz:
http://arxiv.org/abs/2408.13255
Autor:
Li, Tianle, Chiang, Wei-Lin, Frick, Evan, Dunlap, Lisa, Wu, Tianhao, Zhu, Banghua, Gonzalez, Joseph E., Stoica, Ion
The rapid evolution of Large Language Models (LLMs) has outpaced the development of model evaluation, highlighting the need for continuous curation of new, challenging benchmarks. However, manual curation of high-quality, human-aligned benchmarks is
Externí odkaz:
http://arxiv.org/abs/2406.11939
The trial and error approach of reinforcement learning (RL) results in high performance across many complex tasks, but it can also lead to unsafe behavior. Run time assurance (RTA) approaches can be used to assure safety of the agent during training,
Externí odkaz:
http://arxiv.org/abs/2406.11795
Autor:
Dunlap, Alexander, Sorensen, Evan
We study ``V-shaped'' solutions to the KPZ equation, those having opposite asymptotic slopes $\theta$ and $-\theta$, with $\theta>0$, at positive and negative infinity, respectively. Answering a question of Janjigian, Rassoul-Agha, and Sepp\"al\"aine
Externí odkaz:
http://arxiv.org/abs/2406.06502
Autor:
Dunlap, Alexander
We study the inviscid Burgers equation on the circle $\mathbb{T}:=\mathbb{R}/\mathbb{Z}$ forced by the derivative of a Poisson point process on $\mathbb{R}\times\mathbb{T}$. We construct global solutions with mean $\theta$ simultaneously for all $\th
Externí odkaz:
http://arxiv.org/abs/2406.06896
Autor:
Kao, Malia L., Hawkins, Keith, Rogers, Laura K., Bonsor, Amy, Dunlap, Bart H., Sanders, Jason L., Montgomery, M. H., Winget, D. E.
White dwarfs (WDs) polluted by exoplanetary material provide the unprecedented opportunity to directly observe the interiors of exoplanets. However, spectroscopic surveys are often limited by brightness constraints, and WDs tend to be very faint, mak
Externí odkaz:
http://arxiv.org/abs/2405.17667