no code implementations • 18 Oct 2021 • Yongshun Zhang, Jiayi Zhang, Yu Jin, Stefano Buzzi, Bo Ai
In this paper, a general framework for deep learning-based power control methods for max-min, max-product and max-sum-rate optimization in uplink cell-free massive multiple-input multiple-output (CF mMIMO) systems is proposed.
1 code implementation • ICCV 2021 • Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng-Tao Shen
Learning from the web can ease the extreme dependence of deep learning on large-scale manually labeled datasets.
2 code implementations • Association for the Advancement of Artificial Intelligence 2021 • Yongshun Zhang, Xiu-Shen Wei, Boyan Zhou, Jianxin Wu
In recent years, visual recognition on challenging long-tailed distributions, where classes often exhibit extremely imbalanced frequencies, has made great progress mostly based on various complex paradigms (e. g., meta learning).