Quantum machine learning for Earth observation / QTML Industry Panel


Talk and industry panel participation at Quantum Technologies in Machine Learning conference 2023 at CERN in Geneva, Switzerland.

Abstract: : We present the current status of the QC4EO initiaive of ESA, with the definition of the roadmap for the QC x EO developments for the next 15 years, established by 2 consortia of expert insitution in Europe (from academia, supercomputer centres, and industry). We also show examples of promising research in QML: quantum diffusion models for generation of images, quantum geometric lerning, with invariance in circuits for better classification, benchmarking of quantum kernel methods on superconducting qubits and quantum annealers, etc.