Search Results for author: Tirthak Patel

Found 4 papers, 1 papers with code

SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers

1 code implementation26 Sep 2023 Daniel Silver, Tirthak Patel, Aditya Ranjan, Harshitta Gandhi, William Cutler, Devesh Tiwari

Exploration into quantum machine learning has grown tremendously in recent years due to the ability of quantum computers to speed up classical programs.

Quantum Machine Learning

QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers

no code implementations26 Sep 2023 Daniel Silver, Tirthak Patel, Devesh Tiwari

Quantum computers can theoretically have significant acceleration over classical computers; but, the near-future era of quantum computing is limited due to small number of qubits that are also error prone.

Classification Multi-class Classification

MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers

no code implementations ICCV 2023 Daniel Silver, Tirthak Patel, William Cutler, Aditya Ranjan, Harshitta Gandhi, Devesh Tiwari

Quantum machine learning and vision have come to the fore recently, with hardware advances enabling rapid advancement in the capabilities of quantum machines.

Image Generation Quantum Machine Learning

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