1 code implementation • 29 Jul 2023 • Bin Liu, Qin Luo, Bang Wang
Learning contrastive representations from pairwise comparisons has achieved remarkable success in various fields, such as natural language processing, computer vision, and information retrieval.
1 code implementation • 13 Apr 2021 • Qin Luo, Kun Fang, Jie Yang, Xiaolin Huang
Random Fourier Features (RFF) demonstrate wellappreciated performance in kernel approximation for largescale situations but restrict kernels to be stationary and positive definite.
no code implementations • 29 Dec 2019 • Tianshu Chu, Qin Luo, Jie Yang, Xiaolin Huang
In addition, the results also demonstrate that the higher-precision bottom layers could boost the 1-bit network performance appreciably due to a better preservation of the original image information while the lower-precision posterior layers contribute to the regularization of $k-$bit networks.