Zobrazeno 1 - 10
of 6 321
pro vyhledávání: '"Kulshrestha, A"'
Autor:
Feng, Shangbin, Wang, Zifeng, Wang, Yike, Ebrahimi, Sayna, Palangi, Hamid, Miculicich, Lesly, Kulshrestha, Achin, Rauschmayr, Nathalie, Choi, Yejin, Tsvetkov, Yulia, Lee, Chen-Yu, Pfister, Tomas
We propose Model Swarms, a collaborative search algorithm to adapt LLMs via swarm intelligence, the collective behavior guiding individual systems. Specifically, Model Swarms starts with a pool of LLM experts and a utility function. Guided by the bes
Externí odkaz:
http://arxiv.org/abs/2410.11163
In this article, we determine the non-real elements--the ones that are not conjugate to their inverses--in the group $G = G_2(q)$ when $char(F_q)\neq 2,3$. We use this to show that this group is chiral; that is, there is a word w such that $w(G)\neq
Externí odkaz:
http://arxiv.org/abs/2408.15546
In the present noisy intermediate scale quantum computing era, there is a critical need to devise methods for the efficient implementation of gate-based variational quantum circuits. This ensures that a range of proposed applications can be deployed
Externí odkaz:
http://arxiv.org/abs/2408.13352
Autor:
Mohammadshirazi, Ahmad, Firoozsalari, Ali Nosrati, Zhou, Mengxi, Kulshrestha, Dheeraj, Ramnath, Rajiv
Automating the annotation of scanned documents is challenging, requiring a balance between computational efficiency and accuracy. DocParseNet addresses this by combining deep learning and multi-modal learning to process both text and visual data. Thi
Externí odkaz:
http://arxiv.org/abs/2406.17591
Autor:
Shah, Sachin, Chan, Matthew Albert, Cai, Haoming, Chen, Jingxi, Kulshrestha, Sakshum, Singh, Chahat Deep, Aloimonos, Yiannis, Metzler, Christopher
Point-spread-function (PSF) engineering is a well-established computational imaging technique that uses phase masks and other optical elements to embed extra information (e.g., depth) into the images captured by conventional CMOS image sensors. To da
Externí odkaz:
http://arxiv.org/abs/2406.09409
Autor:
Kar, Oğuzhan Fatih, Tonioni, Alessio, Poklukar, Petra, Kulshrestha, Achin, Zamir, Amir, Tombari, Federico
Vision-language models (VLMs) are typically composed of a vision encoder, e.g. CLIP, and a language model (LM) that interprets the encoded features to solve downstream tasks. Despite remarkable progress, VLMs are subject to several shortcomings due t
Externí odkaz:
http://arxiv.org/abs/2404.07204
Autor:
Kwon, Deuksin, Weiss, Emily, Kulshrestha, Tara, Chawla, Kushal, Lucas, Gale M., Gratch, Jonathan
A successful negotiation requires a range of capabilities, including comprehension of the conversation context, Theory-of-Mind (ToM) skills to infer the partner's motives, strategic reasoning, and effective communication, making it challenging for au
Externí odkaz:
http://arxiv.org/abs/2402.13550
How easy is it to uniquely identify a person based solely on their web browsing behavior? Here we show that when people navigate the Web, their online traces produce fingerprints that identify them. Merely the four most visited web domains are enough
Externí odkaz:
http://arxiv.org/abs/2312.15489
The year 2022 saw a significant increase in Microsoft vulnerabilities, reaching an all-time high in the past decade. With new vulnerabilities constantly emerging, there is an urgent need for proactive approaches to harden systems and protect them fro
Externí odkaz:
http://arxiv.org/abs/2312.15150
Despite recent advances, developing general-purpose universal denoising and artifact-removal networks remains largely an open problem: Given fixed network weights, one inherently trades-off specialization at one task (e.g.,~removing Poisson noise) fo
Externí odkaz:
http://arxiv.org/abs/2310.20064