7 citations · 7 across the 7 of their papers we have counts for
8 papers
Facial classification Using Hybrid Quantum Machine Learning
Roshan Babu Bandlapalli, Srinivas V Katakam, Jitendra Chougala +2
Hybrid quantum methods have received limited study for resource-constrained facial biometrics. We present a hybrid quantum-classical facial recognition pipeline designed to run on…
Image Compression Using Quantum Wavelet Transform and Quantum Convolutional Networks
Harshdeep Jadhav, Sreeraj Rajan Warrier, Jayasri Dontabhaktuni
This paper presents a hybrid quantum-classical framework for grayscale image compression and decompression, leveraging the strengths of quantum computing and deep learning. The com…
Phantom Transitions in Language Model Fine-Tuning: A Density-Matrix Analysis
Vaibhav Prakash, Jayasri Dontabhaktuni
Language models fine-tuned where the correct completion must outrank a near-synonym competitor often fail silently. The cross-entropy loss falls monotonically while the correct tok…
Liquid crystal based tailoring of strong coupling in \ch{WS2} metasurfaces: towards reconfigurable quantum photonics
Anu Koviloor Manian, Jayasri Dontabhaktuni
Strong light-matter interactions in 2D materials have garnered significant interest for their potential in nonlinear optics and quantum photonics. Transition metal dichalcogenides…
Hybrid Quantum-Classical Inverse Design of Metasurfaces for Tailored Narrow Band Absorption
Sreeraj Rajan Warrier, Jayasri Dontabhaktuni
The inverse design of metasurfaces poses a considerable challenge because of the intricate interdependencies that exist between structural characteristics and electromagnetic respo…
Inverse Design using Physics-Informed Quantum GANs for Tailored Absorption in Dielectric Metasurfaces
Sreeraj Rajan Warrier, Jayasri Dontabhaktuni
High Q-factor narrow-band absorption exhibits high spectral selectivity enabling high-sensitive photodetectors, sensors and thermal emitters. All-dielectric metasurfaces are widely…
Hybrid Quantum Generative Adversarial Networks To Inverse Design Metasurfaces For Incident Angle-Independent Unidirectional Transmission
Sreeraj Rajan Warrier, Jayasri Dontabhaktuni
Optimization of metasurface designs for specific functionality is a challenging problem due to the intricate relation between structural features and electromagnetic responses. Rec…
On-board classification of underwater images using hybrid classical-quantum CNN based method
Sreeraj Rajan Warrier, D Sri Harshavardhan Reddy, Sriya Bada +3
Underwater images taken from autonomous underwater vehicles (AUV's) often suffer from low light, high turbidity, poor contrast, motion-blur and excessive light scattering and hence…