Zobrazeno 1 - 10
of 15 123
pro vyhledávání: '"Ashwin, P."'
Autor:
Venkatesh, Ashwin Prasad Shivarpatna, Sunil, Rose, Sabu, Samkutty, Mir, Amir M., Reis, Sofia, Bodden, Eric
Large Language Models (LLMs) are increasingly being explored for their potential in software engineering, particularly in static analysis tasks. In this study, we investigate the potential of current LLMs to enhance call-graph analysis and type infer
Externí odkaz:
http://arxiv.org/abs/2410.00603
Autor:
Finley, Brian, Caruso, Anthony M, Doty, Justin C, Machanavajjhala, Ashwin, Meyer, Mikaela R, Pujol, David, Sexton, William, Terner, Zachary
We develop formal privacy mechanisms for releasing statistics from data with many outlying values, such as income data. These mechanisms ensure that a per-record differential privacy guarantee degrades slowly in the protected records' influence on th
Externí odkaz:
http://arxiv.org/abs/2409.18118
Autor:
Yu, Justin, Hari, Kush, Srinivas, Kishore, El-Refai, Karim, Rashid, Adam, Kim, Chung Min, Kerr, Justin, Cheng, Richard, Irshad, Muhammad Zubair, Balakrishna, Ashwin, Kollar, Thomas, Goldberg, Ken
Building semantic 3D maps is valuable for searching for objects of interest in offices, warehouses, stores, and homes. We present a mapping system that incrementally builds a Language-Embedded Gaussian Splat (LEGS): a detailed 3D scene representation
Externí odkaz:
http://arxiv.org/abs/2409.18108
Large Language Models (LLMs) have demonstrated remarkable capabilities in natural language processing, and yet, their factual inaccuracies and hallucinations limits their application, particularly in critical domains like healthcare. Context retrieva
Externí odkaz:
http://arxiv.org/abs/2409.15127
We present Vercel, a network verification and automatic fault rectification tool that is based on a computationally tractable, algorithmically expressive, and mathematically aesthetic domain of linear algebra. Vercel works on abstracting out packet h
Externí odkaz:
http://arxiv.org/abs/2409.14341
The class of graph deletion problems has been extensively studied in theoretical computer science, particularly in the field of parameterized complexity. Recently, a new notion of graph deletion problems was introduced, called deletion to scattered g
Externí odkaz:
http://arxiv.org/abs/2409.14209
6D object pose estimation involves determining the three-dimensional translation and rotation of an object within a scene and relative to a chosen coordinate system. This problem is of particular interest for many practical applications in industrial
Externí odkaz:
http://arxiv.org/abs/2409.12720
Autor:
Arun, Ashwin Natraj, Lee, Byunghyun, Castiblanco, Fabio A., Buckmaster, Dennis R., Wang, Chih-Chun, Love, David J., Krogmeier, James V., Butt, M. Majid, Ghosh, Amitava
One of the most intriguing 6G vertical markets is precision agriculture, where communications, sensing, control, and robotics technologies are used to improve agricultural outputs and decrease environmental impact. Ambient IoT (A-IoT), which uses a n
Externí odkaz:
http://arxiv.org/abs/2409.12281
Autor:
Osuna-Vargas, Pamela, Wehrheim, Maren H., Zinz, Lucas, Rahm, Johanna, Balakrishnan, Ashwin, Kaminer, Alexandra, Heilemann, Mike, Kaschube, Matthias
Advances in microscopy imaging enable researchers to visualize structures at the nanoscale level thereby unraveling intricate details of biological organization. However, challenges such as image noise, photobleaching of fluorophores, and low tolerab
Externí odkaz:
http://arxiv.org/abs/2409.12078
There has been much recent interest in designing symmetry-aware neural networks (NNs) exhibiting relaxed equivariance. Such NNs aim to interpolate between being exactly equivariant and being fully flexible, affording consistent performance benefits.
Externí odkaz:
http://arxiv.org/abs/2409.11772