Zobrazeno 1 - 10
of 196 956
pro vyhledávání: '"A Deepak"'
Conventional wisdom suggests that pre-training Vision Transformers (ViT) improves downstream performance by learning useful representations. Is this actually true? We investigate this question and find that the features and representations learned du
Externí odkaz:
http://arxiv.org/abs/2411.09702
Thoracic trauma often results in rib fractures, which demand swift and accurate diagnosis for effective treatment. However, detecting these fractures on rib CT scans poses considerable challenges, involving the analysis of many image slices in sequen
Externí odkaz:
http://arxiv.org/abs/2411.09283
The recovery of damaged or resected ribcage structures requires precise, custom-designed implants to restore the integrity and functionality of the thoracic cavity. Traditional implant design methods rely mainly on manual processes, making them time-
Externí odkaz:
http://arxiv.org/abs/2411.09204
Mobile devices, including smartphones and laptops, generate decentralized and heterogeneous data, presenting significant challenges for traditional centralized machine learning models due to substantial communication costs and privacy risks. Federate
Externí odkaz:
http://arxiv.org/abs/2411.06352
Vision Language Models (VLMs) are central to Visual Question Answering (VQA) systems and are typically deployed in the cloud due to their high computational demands. However, this cloud-only approach underutilizes edge computational resources and req
Externí odkaz:
http://arxiv.org/abs/2411.05961
Centralized learning requires data to be aggregated at a central server, which poses significant challenges in terms of data privacy and bandwidth consumption. Federated learning presents a compelling alternative, however, vanilla federated learning
Externí odkaz:
http://arxiv.org/abs/2411.04112
Objective: To assess the antioxidant, wound healing, anti-ulcer, and anti-inflammatory properties of Jatropha maheshwari. Methods: Jatropha maheshwari was collected from Kanyakumari district and authenticated. Ethanol was used for continuous hot perc
Externí odkaz:
http://arxiv.org/abs/2411.04232
Autor:
Das, Shuvangkar Chandra, Vu, Tuyen, Ramasubramanian, Deepak, Farantatos, Evangelos, Zhang, Jianhua, Ortmeyer, Thomas
This paper presents novel methods for tuning inverter controller gains using deep reinforcement learning (DRL). A Simulink-developed inverter model is converted into a dynamic link library (DLL) and integrated with a Python-based RL environment, leve
Externí odkaz:
http://arxiv.org/abs/2411.01451
In this paper, a heuristic for a heterogeneous min-max multi-vehicle multi-depot traveling salesman problem is proposed, wherein heterogeneous vehicles start from given depot locations and need to cover a given set of targets. In the considered probl
Externí odkaz:
http://arxiv.org/abs/2410.23449
Accurate survival prediction in head and neck cancer (HNC) is essential for guiding clinical decision-making and optimizing treatment strategies. Traditional models, such as Cox proportional hazards, have been widely used but are limited in their abi
Externí odkaz:
http://arxiv.org/abs/2410.21831