Zobrazeno 1 - 10
of 7 836
pro vyhledávání: '"A. Mysore"'
Autor:
Mysore, Sheshera, Dhanania, Garima, Patil, Kishor, Kallumadi, Surya, McCallum, Andrew, Zamani, Hamed
Personalized search represents a problem where retrieval models condition on historical user interaction data in order to improve retrieval results. However, personalization is commonly perceived as opaque and not amenable to control by users. Furthe
Externí odkaz:
http://arxiv.org/abs/2411.02790
Autor:
Venkatesh, Supreeth Mysore, Macaluso, Antonio, Nuske, Marlon, Klusch, Matthias, Dengel, Andreas
The increasing number of Low Earth Orbit (LEO) satellites, driven by lower manufacturing and launch costs, is proving invaluable for Earth observation missions and low-latency internet connectivity. However, as the number of satellites increases, the
Externí odkaz:
http://arxiv.org/abs/2408.06007
Autor:
Guda, Bhanu Prakash Reddy, Kulkarni, Tanmay, Sampath, Adithya, Sathyendra, Swarnashree Mysore
Video Question Answering is a challenging task, which requires the model to reason over multiple frames and understand the interaction between different objects to answer questions based on the context provided within the video, especially in dataset
Externí odkaz:
http://arxiv.org/abs/2407.20257
Autor:
Dhanania, Garima, Mysore, Sheshera, Pham, Chau Minh, Iyyer, Mohit, Zamani, Hamed, McCallum, Andrew
Topic models are widely used to analyze document collections. While they are valuable for discovering latent topics in a corpus when analysts are unfamiliar with the corpus, analysts also commonly start with an understanding of the content present in
Externí odkaz:
http://arxiv.org/abs/2406.19928
Autor:
Naik, Atharva, Zhang, Kexun, Robinson, Nathaniel, Mysore, Aravind, Marr, Clayton, Byrnes, Hong Sng Rebecca, Cai, Anna, Chang, Kalvin, Mortensen, David
Historical linguists have long written a kind of incompletely formalized ''program'' that converts reconstructed words in an ancestor language into words in one of its attested descendants that consist of a series of ordered string rewrite functions
Externí odkaz:
http://arxiv.org/abs/2406.12725
Autor:
Venkatesh, Supreeth Mysore, Macaluso, Antonio, Nuske, Marlon, Klusch, Matthias, Dengel, Andreas
Quantum computing is expected to transform a range of computational tasks beyond the reach of classical algorithms. In this work, we examine the application of variational quantum algorithms (VQAs) for unsupervised image segmentation to partition ima
Externí odkaz:
http://arxiv.org/abs/2405.14405
Autor:
Fan, Xinhao, Mysore, Shreesh P
Backpropagation (BP) has been pivotal in advancing machine learning and remains essential in computational applications and comparative studies of biological and artificial neural networks. Despite its widespread use, the implementation of BP in the
Externí odkaz:
http://arxiv.org/abs/2405.14139
Workplace social media platforms enable employees to cultivate their professional image and connect with colleagues in a semi-formal environment. While semi-formal corporate communication poses a unique set of challenges, large language models (LLMs)
Externí odkaz:
http://arxiv.org/abs/2405.04656
Autor:
Mistani, Pouria, Mysore, Venkatesh
We present a multi-objective binder design paradigm based on instruction fine-tuning and direct preference optimization (DPO) of autoregressive protein language models (pLMs). Multiple design objectives are encoded in the language model through direc
Externí odkaz:
http://arxiv.org/abs/2403.04187
Autor:
Arumugam, Darmindra, Park, Jun-Hee, Feyissa, Brook, Bush, Jack, Nagaraja, Srinivas Prasad Mysore
Spaceborne radar remote sensing of the earth system is essential to study natural and man-made changes in the ecosystem, water and energy cycles, weather and air quality, sea level, and surface dynamics. A major challenge with current approaches is t
Externí odkaz:
http://arxiv.org/abs/2403.03175