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Harshitta Gandhi

2 accepted papers

2023

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

ICCV 2023poster

Quantum machine learning and vision have come to the fore recently, with hardware advances enabling rapid advancement in the capabilities of quantum machines. Recently, quantum image generation has been explored with many potential advantages over non-quantum techniques; however, previous techniques…

Cited by 35PDFcodeScholar
2023

SLIQ: Quantum Image Similarity Networks on Noisy Quantum Computers

AAAI 2023technical

Exploration into quantum machine learning has grown tremendously in recent years due to the ability of quantum computers to speed up classical programs. However, these ef- forts have yet to solve unsupervised similarity detection tasks due to the challenge of porting them to run on quantum com- pute…