Zobrazeno 1 - 10
of 13 358
pro vyhledávání: '"Shastri, A"'
In image processing, one of the most challenging tasks is to render an image's semantic meaning using a variety of artistic approaches. Existing techniques for arbitrary style transfer (AST) frequently experience mode-collapse, over-stylization, or u
Externí odkaz:
http://arxiv.org/abs/2408.03558
Autor:
Shastri, Saurav K., Schniter, Philip
Accurately recovering images from phaseless measurements is a challenging and long-standing problem. In this work, we present "deepECpr," which combines expectation-consistent (EC) approximation with deep denoising networks to surpass state-of-the-ar
Externí odkaz:
http://arxiv.org/abs/2407.09687
Neuromorphic (brain-inspired) photonics leverages photonic chips to accelerate artificial intelligence, offering high-speed and energy efficient solutions in RF communication, tensor processing, and data classification. However, the limited physical
Externí odkaz:
http://arxiv.org/abs/2407.02366
Autor:
Shastri, Jaidev, Wang, Xiaoguang, Shivakumar, Basavesh Ammanaghatta, Verbeek, Freek, Ravindran, Binoy
Data race, a category of insidious software concurrency bugs, is often challenging and resource-intensive to detect and debug. Existing dynamic race detection tools incur significant execution time and memory overhead while exhibiting high false posi
Externí odkaz:
http://arxiv.org/abs/2404.19139
We propose and analyze a universal method to obtain fast charging of a quantum battery by a driven charger system using controlled, pure dephasing of the charger. While the battery displays coherent underdamped oscillations of energy for weak charger
Externí odkaz:
http://arxiv.org/abs/2402.16999
Autor:
Lam, Sean, Khaled, Ahmed, Bilodeau, Simon, Marquez, Bicky A., Prucnal, Paul R., Chrostowski, Lukas, Shastri, Bhavin J., Shekhar, Sudip
Artificial intelligence (AI) has seen remarkable advancements across various domains, including natural language processing, computer vision, autonomous vehicles, and biology. However, the rapid expansion of AI technologies has escalated the demand f
Externí odkaz:
http://arxiv.org/abs/2401.16515
Autor:
Morison, Hugh, Singh, Jagmeet, Kayed, Nayem Al, Aadhi, A., Moridsadat, Maryam, Tamura, Marcus, Tait, Alexander N., Shastri, Bhavin J.
Advances in silicon photonics technology have enabled the field of neuromorphic photonics, where analog neuron-like processing elements are implemented in silicon photonics technology. Accurate and scalable simulation tools for photonic integrated ci
Externí odkaz:
http://arxiv.org/abs/2401.12942
The continuous growth in data volume has sparked interest in silicon-organic-hybrid nanophotonic devices integrated into silicon photonic integrated circuits (PICs). SOH devices offer improved speed and energy efficiency compared to silicon photonics
Externí odkaz:
http://arxiv.org/abs/2401.10701
Autor:
Xu, Tengji, Zhang, Weipeng, Zhang, Jiawei, Luo, Zeyu, Xiao, Qiarong, Wang, Benshan, Luo, Mingcheng, Xu, Xingyuan, Shastri, Bhavin J., Prucnal, Paul R., Huang, Chaoran
Integrated photonic neural networks (PNNs) are at the forefront of AI computing, leveraging on light's unique properties, such as large bandwidth, low latency, and potentially low power consumption. Nevertheless, the integrated optical components wit
Externí odkaz:
http://arxiv.org/abs/2401.08180
The quasi-optical propagation of millimeter-wave signals enables high-accuracy localization algorithms that employ geometric approaches or machine learning models. However, most algorithms require information on the indoor environment, may entail the
Externí odkaz:
http://arxiv.org/abs/2401.01329