Yuchen Guo

Transductive Zero-Shot Recognition via Shared Model Space Learning

2016 · Proceedings of the AAAI Conference on Artificial Intelligence

Zero-shot Recognition (ZSR) is to learn recognition models for novel classes without labeled data. It is a challenging task and has drawn considerable attention in recent years. The basic idea is to transfer knowledge from …

Analog Optical Computing for Artificial Intelligence

2021 · Engineering

The rapid development of artificial intelligence (AI) facilitates various applications from all areas but also poses great challenges in its hardware implementation in terms of speed and energy because of the explosive growth of data. …

Quantum error mitigation via matrix product operators

2022 · arXiv (Cornell University)

In the era of noisy intermediate-scale quantum (NISQ) devices, the number of controllable hardware qubits is insufficient to implement quantum error correction (QEC). As an alternative, quantum error mitigation (QEM) can suppress errors in measurement …