Author

J. Dontabhaktuni

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Preprint Sep 2026

Facial classification Using Hybrid Quantum Machine Learning

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 standard computing hardware. Images undergo gamma correction, contrast enhancement, and principal component analysis before their features a...

Roshan Babu Bandlapalli, Srinivas V. Katakam, Jitendra Chougala et al. · 0 citations

Preprint Sep 2026

Image Compression Using Quantum Wavelet Transform and Quantum Convolutional Networks

This paper presents a hybrid quantum-classical framework for grayscale image compression and decompression, leveraging the strengths of quantum computing and deep learning. The compression pipeline integrates a Variational Quantum Daubechies Wavelet Transform (V-QDWT) and a trainable Quantum Convolutional Neural Networ...

Harshdeep Jadhav, S. Warrier, Jayasri Dontabhaktuni · 0 citations

#artificial intelligence May 2026

Phantom transitions in language model fine-tuning

This work builds an order parameter combining the predicted distribution with embedding overlap, as a density matrix, and shows sharp jumps resembling phase transitions, which characterize this near-synonym mechanism and need recalibration before extrapolation.

V. Prakash, J. Dontabhaktuni · arXiv.org · 0 citations