Zobrazeno 1 - 10
of 8 984
pro vyhledávání: '"Mahdavi P"'
We propose GALA, a novel representation of 3D shapes that (i) excels at capturing and reproducing complex geometry and surface details, (ii) is computationally efficient, and (iii) lends itself to 3D generative modelling with modern, diffusion-based
Externí odkaz:
http://arxiv.org/abs/2410.10037
Autor:
O'Sullivan, Jack W., Palepu, Anil, Saab, Khaled, Weng, Wei-Hung, Cheng, Yong, Chu, Emily, Desai, Yaanik, Elezaby, Aly, Kim, Daniel Seung, Lan, Roy, Tang, Wilson, Tapaskar, Natalie, Parikh, Victoria, Jain, Sneha S., Kulkarni, Kavita, Mansfield, Philip, Webster, Dale, Gottweis, Juraj, Barral, Joelle, Schaekermann, Mike, Tanno, Ryutaro, Mahdavi, S. Sara, Natarajan, Vivek, Karthikesalingam, Alan, Ashley, Euan, Tu, Tao
The scarcity of subspecialist medical expertise, particularly in rare, complex and life-threatening diseases, poses a significant challenge for healthcare delivery. This issue is particularly acute in cardiology where timely, accurate management dete
Externí odkaz:
http://arxiv.org/abs/2410.03741
Catalysts speed up chemical reactions with no energy input and without being transformed in the process, therefore leaving equilibrium constants unchanged. Some catalysts, however, are much more efficient at accelerating one direction of a reaction.
Externí odkaz:
http://arxiv.org/abs/2409.09421
Autor:
Jacobs, Ryan, Polak, Maciej P., Schultz, Lane E., Mahdavi, Hamed, Honavar, Vasant, Morgan, Dane
We demonstrate the ability of large language models (LLMs) to perform material and molecular property regression tasks, a significant deviation from the conventional LLM use case. We benchmark the Large Language Model Meta AI (LLaMA) 3 on several mol
Externí odkaz:
http://arxiv.org/abs/2409.06080
Public transportation systems are experiencing an increase in commuter traffic. This increase underscores the need for resilience strategies to manage unexpected service disruptions, ensuring rapid and effective responses that minimize adverse effect
Externí odkaz:
http://arxiv.org/abs/2408.17233
Stochastic compositional minimax problems are prevalent in machine learning, yet there are only limited established on the convergence of this class of problems. In this paper, we propose a formal definition of the stochastic compositional minimax pr
Externí odkaz:
http://arxiv.org/abs/2408.12505
Autor:
Hamadi, Majed, Mahdavi-Amiri, Nezam
In applications, we often need to compute functions of matrices, such as banded matrices, the Kronecker sum of banded matrices, Toeplitz matrices, and many other types, which all share the common feature that their non-zero elements are concentrated
Externí odkaz:
http://arxiv.org/abs/2408.04128
Analysis of matrix-variate data is becoming increasingly common in the literature, particularly in the field of clustering and classification. It is well-known that real data, including real matrix-variate data, often exhibit high levels of asymmetry
Externí odkaz:
http://arxiv.org/abs/2407.19744
Large Language Models (LLMs) have shown remarkable performance in various natural language tasks, but they often struggle with planning problems that require structured reasoning. To address this limitation, the conversion of planning problems into t
Externí odkaz:
http://arxiv.org/abs/2407.12979
Autor:
Mahdavi, Reza, Najafabadi, Sameereh Hashemi, Ghiass, Mohammad Adel, Valaskivi, Silmu, Välimäki, Hannu, Kreutzer, Joose, Blomqvist, Charlotte Hamngren, Romeo, Stefano, Kallio, Pasi, Adiels, Caroline Beck
Liver zonation is a fundamental characteristic of hepatocyte spatial heterogeneity, which is challenging to recapitulate in traditional cell cultures. This study presents a novel microfluidic device designed to induce zonation in liver cell cultures
Externí odkaz:
http://arxiv.org/abs/2407.12976