ChatCell: Facilitating Single-Cell Analysis with Natural Language

1 code implementation • 13 Feb 2024 • Yin Fang, Kangwei Liu, Ningyu Zhang, Xinle Deng, Penghui Yang, Zhuo Chen, Xiangru Tang, Mark Gerstein, Xiaohui Fan, Huajun Chen

As Large Language Models (LLMs) rapidly evolve, their influence in science is becoming increasingly prominent.

Multi-Label Knowledge Distillation

1 code implementation • ICCV 2023 • Penghui Yang, Ming-Kun Xie, Chen-Chen Zong, Lei Feng, Gang Niu, Masashi Sugiyama, Sheng-Jun Huang

Existing knowledge distillation methods typically work by imparting the knowledge of output logits or intermediate feature maps from the teacher network to the student network, which is very successful in multi-class single-label learning.

Binary Classification Knowledge Distillation +1

Locally symmetric lattices for storage ring light sources

no code implementations • 5 Jan 2021 • Zhenghe Bai, Penghui Yang, Guangyao Feng, Weimin Li, Lin Wang

Two kinds of locally symmetric lattices are designed for a 2. 2 GeV diffraction-limited storage ring to demonstrate the lattice concept.

Accelerator Physics