PHI Lab Publications

Efficient sampling of ground-state and low-energy Ising spin configurations with a coherent Ising machine

Edwin Ng, Tatsuhiro Onodera, Satoshi Kako, Peter L. McMahon, Hideo Mabuchi, and Yoshihisa Yamamoto
Physical Review Research
https://arxiv.org/abs/2103.05629

Architecture for microcomb-based GHz-mid-infrared dual-comb spectroscopy

Chengying Bao, Zhiquan Yuan, Lue Wu, Myoung-Gyun Suh, Qiang Lin and Kerry J. Vahala
Nature Communications

Hardware error correction for programmable photonics

Saumil Bandyopadhyay, Ryan Hamerly, and Dirk Englund

Optica 8 (10) 1247-1255 (2021)

https://arxiv.org/abs/2103.04993

RAFT: A Real-World Few-Shot Text Classification Benchmark

Neel Alex, Eli Lifland, Lewis Tunstall, Abhishek Thakur, Pegah Maham, C. Jess Riedel, Emmie Hine, Carolyn Ashurst, Paul Sedille, Alexis Carlier, Michael Noetel, Andreas Stuhlmüller
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks

Efficient simulation of ultrafast quantum nonlinear optics with matrix product states

Ryotatsu Yanagimoto, Edwin Ng, Logan G Wright, Tatsuhiro Onodera, Hideo Mabuchi
Optica
https://arxiv.org/abs/2102.05902

Efficient simulation of ultrafast quantum nonlinear optics with matrix product states

Ryotatsu Yanagimoto, Edwin Ng, Logan G. Wright, Tatsuhiro Onodera, and Hideo Mabuchi

Optica, 8 (10) 1306-1315 (2021)

https://arxiv.org/abs/2102.05902

Beyond BatchNorm: Towards a General Understanding of Normalization in Deep Learning

Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka

NeurIPS 2021 (Advances in Neural Information Processing Systems)

https://arxiv.org/abs/2106.05956