Zobrazeno 1 - 10
of 11 163
pro vyhledávání: '"A P, Swaminathan"'
Chronic kidney disease (CKD) is a significant public health challenge, often progressing to end-stage renal disease (ESRD) if not detected and managed early. Early intervention, warranted by silent disease progression, can significantly reduce associ
Externí odkaz:
http://arxiv.org/abs/2411.10754
Motivated by recent studies of the projected dice lattice Hamiltonian [K. Swaminathan et al., Phys. Rev. Research 5, 043215 (2023)], we introduce the on-site/bond singlet (OBS) model, a one-dimensional model of a flat band superconductor, in order to
Externí odkaz:
http://arxiv.org/abs/2411.09196
Safety Management Systems (SMSs) have been used in many safety-critical industries and are now being developed and deployed in the automated driving system (ADS)-equipped vehicle (AV) sector. Industries with decades of SMS deployment have established
Externí odkaz:
http://arxiv.org/abs/2411.06010
Autor:
Hershcovitch, Moshik, Wood, Andrew, Choshen, Leshem, Girmonsky, Guy, Leibovitz, Roy, Ennmouri, Ilias, Malka, Michal, Chin, Peter, Sundararaman, Swaminathan, Harnik, Danny
With the growth of model sizes and the scale of their deployment, their sheer size burdens the infrastructure requiring more network and more storage to accommodate these. While there is a vast model compression literature deleting parts of the model
Externí odkaz:
http://arxiv.org/abs/2411.05239
Medical imaging is key in modern medicine. From magnetic resonance imaging (MRI) to microscopic imaging for blood cell detection, diagnostic medical imaging reveals vital insights into patient health. To predict diseases or provide individualized the
Externí odkaz:
http://arxiv.org/abs/2410.15840
Autor:
Erbas, Ismail, Amarnath, Aporva, Pandey, Vikas, Swaminathan, Karthik, Wang, Naigang, Intes, Xavier
Fluorescence lifetime imaging (FLI) is a widely used technique in the biomedical field for measuring the decay times of fluorescent molecules, providing insights into metabolic states, protein interactions, and ligand-receptor bindings. However, its
Externí odkaz:
http://arxiv.org/abs/2410.07364
Autor:
Zhou, Guangyao, Swaminathan, Sivaramakrishnan, Raju, Rajkumar Vasudeva, Guntupalli, J. Swaroop, Lehrach, Wolfgang, Ortiz, Joseph, Dedieu, Antoine, Lázaro-Gredilla, Miguel, Murphy, Kevin
We propose Diffusion Model Predictive Control (D-MPC), a novel MPC approach that learns a multi-step action proposal and a multi-step dynamics model, both using diffusion models, and combines them for use in online MPC. On the popular D4RL benchmark,
Externí odkaz:
http://arxiv.org/abs/2410.05364
Autor:
Martin, Noah, Faisal, Abdullah Bin, Eltigani, Hiba, Haroon, Rukhshan, Lamelas, Swaminathan, Dogar, Fahad
In this paper, we make a case for a proxy for large language models which has explicit support for cost-saving optimizations. We design LLMProxy, which supports three key optimizations: model selection, context management, and caching. These optimiza
Externí odkaz:
http://arxiv.org/abs/2410.11857
Autor:
Erbas, Ismail, Pandey, Vikas, Amarnath, Aporva, Wang, Naigang, Swaminathan, Karthik, Radev, Stefan T., Intes, Xavier
Fluorescence lifetime imaging (FLI) is an important technique for studying cellular environments and molecular interactions, but its real-time application is limited by slow data acquisition, which requires capturing large time-resolved images and co
Externí odkaz:
http://arxiv.org/abs/2410.00948
Autor:
Berijanian, Maryam, Dork, Spencer, Singh, Kuldeep, Millikan, Michael Riley, Riggs, Ashlin, Swaminathan, Aadarsh, Gibbs, Sarah L., Friedman, Scott E., Brugnone, Nathan
Understanding and modeling collective intelligence is essential for addressing complex social systems. Directed graphs called fuzzy cognitive maps (FCMs) offer a powerful tool for encoding causal mental models, but extracting high-integrity FCMs from
Externí odkaz:
http://arxiv.org/abs/2409.18911