Yunlong Yu

Transductive Zero-Shot Learning With Adaptive Structural Embedding

2017 · IEEE Transactions on Neural Networks and Learning Systems

Zero-shot learning (ZSL) endows the computer vision system with the inferential capability to recognize new categories that have never seen before. Two fundamental challenges in it are visual-semantic embedding and domain adaptation in cross-modality learning …

Mitigating algorithmic errors in quantum optimization through energy extrapolation

2022 · Quantum Science and Technology

Abstract Quantum optimization algorithms offer a promising route to finding the ground states of target Hamiltonians on near-term quantum devices. Nonetheless, it remains necessary to limit the evolution time and circuit depth as much as …