2 papers
cs.CV2023
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds
Lakshika Rathi, Edith Tretschk, Christian Theobalt +2
Existing methods for learning 3D representations are deep neural networks trained and tested on classical hardware. Quantum machine learning architectures, despite their theoretica…
quant-ph2023
Quantum Autoencoders for Learning Quantum Channel Codes
Lakshika Rathi, Stephen DiAdamo, Alireza Shabani
This work investigates the application of quantum machine learning techniques for classical and quantum communication across different qubit channel models. By employing parameteri…