149 citations · 262 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 3 cited
PVP: Pre-trained Visual Parameter-Efficient Tuning
Zhao Song, Ke Yang, Naiyang Guan +3
Large-scale pre-trained transformers have demonstrated remarkable success in various computer vision tasks. However, it is still highly challenging to fully fine-tune these models…
cs.LG2019★ 110 cited
Truncated Cauchy Non-negative Matrix Factorization
Naiyang Guan, Tongliang Liu, Yangmuzi Zhang +2
Non-negative matrix factorization (NMF) minimizes the Euclidean distance between the data matrix and its low rank approximation, and it fails when applied to corrupted data because…
stat.ML2012★ 149 cited
MahNMF: Manhattan Non-negative Matrix Factorization
Naiyang Guan, Dacheng Tao, Zhigang Luo +1
Non-negative matrix factorization (NMF) approximates a non-negative matrix by a product of two non-negative low-rank factor matrices and . NMF and its extensions minimiz…