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pro vyhledávání: '"P. A. Raj"'
We present a simplified derivation of the optimal checkpoint interval in Young_1974 [1]. The optimal checkpoint interval derivation in [1] is based on minimizing the total lost time as an objective-function. Lost time is a function of checkpoint inte
Externí odkaz:
http://arxiv.org/abs/2410.18124
Autor:
Mihindukulasooriya, Nandana, Tiwari, Sanju, Dobriy, Daniil, Nielsen, Finn Årup, Chhetri, Tek Raj, Polleres, Axel
Several initiatives have been undertaken to conceptually model the domain of scholarly data using ontologies and to create respective Knowledge Graphs. Yet, the full potential seems unleashed, as automated means for automatic population of said ontol
Externí odkaz:
http://arxiv.org/abs/2411.08696
Training a high-quality Federated Learning (FL) model at the network edge is challenged by limited transmission resources. Although various device scheduling strategies have been proposed, it remains unclear how scheduling decisions affect the FL mod
Externí odkaz:
http://arxiv.org/abs/2411.08607
Autor:
Amireddy, Prashanth, Behera, Amik Raj, Paraashar, Manaswi, Srinivasan, Srikanth, Sudan, Madhu
In this work, we show that the class of multivariate degree-$d$ polynomials mapping $\{0,1\}^{n}$ to any Abelian group $G$ is locally correctable with $\widetilde{O}_{d}((\log n)^{d})$ queries for up to a fraction of errors approaching half the minim
Externí odkaz:
http://arxiv.org/abs/2411.07374
In this study, we apply two pillars of Scientific Machine Learning: Neural Ordinary Differential Equations (Neural ODEs) and Universal Differential Equations (UDEs) to the Lotka Volterra Predator Prey Model, a fundamental ecological model describing
Externí odkaz:
http://arxiv.org/abs/2411.06858
Vision Transformers and U-Net architectures have been widely adopted in the implementation of Diffusion Models. However, each architecture presents specific challenges while realizing them on-device. Vision Transformers require positional embedding t
Externí odkaz:
http://arxiv.org/abs/2411.06119
Autor:
Parmar, Vaibhav Raj Singh, Chanda, Sayantan, Sivasubramaniam, Sri Vishnu Bharat, Bandyopadhyay, Ranjini
The adsorption of charged clay nanoplatelets plays an important role in stabilizing emulsions by forming a barrier around the emulsion droplets and preventing coalescence. In this work, the adsorption of charged clay nanoplatelets on a preformed Late
Externí odkaz:
http://arxiv.org/abs/2411.05717
Extracting multiscale contextual information and higher-order correlations among skeleton sequences using Graph Convolutional Networks (GCNs) alone is inadequate for effective action classification. Hypergraph convolution addresses the above issues b
Externí odkaz:
http://arxiv.org/abs/2411.05692
Autor:
Madavan, Rakesh Raj, Kaimal, Akshat, K V, Badhrinarayanan, Gupta, Vinayak, Choudhary, Rohit, Shanmuganathan, Chandrakala, Mitra, Kaushik
Publikováno v:
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025
Lensless imaging offers a significant opportunity to develop ultra-compact cameras by removing the conventional bulky lens system. However, without a focusing element, the sensor's output is no longer a direct image but a complex multiplexed scene re
Externí odkaz:
http://arxiv.org/abs/2411.04810
Autor:
Jain, Sparsh, Sankar, Ashwin, Choudhary, Devilal, Suman, Dhairya, Narasimhan, Nikhil, Khan, Mohammed Safi Ur Rahman, Kunchukuttan, Anoop, Khapra, Mitesh M, Dabre, Raj
Automatic Speech Translation (AST) datasets for Indian languages remain critically scarce, with public resources covering fewer than 10 of the 22 official languages. This scarcity has resulted in AST systems for Indian languages lagging far behind th
Externí odkaz:
http://arxiv.org/abs/2411.04699