3 citations · 6 across the 2 of their papers we have counts for
3 papers
cs.CV2022★ 3 cited
Zero-Shot Logit Adjustment
Dubing Chen, Yuming Shen, Haofeng Zhang +1
Semantic-descriptor-based Generalized Zero-Shot Learning (GZSL) poses challenges in recognizing novel classes in the test phase. The development of generative models enables curren…
cs.LG2020★ 3 cited
Invertible Zero-Shot Recognition Flows
Yuming Shen, Jie Qin, Lei Huang
Deep generative models have been successfully applied to Zero-Shot Learning (ZSL) recently. However, the underlying drawbacks of GANs and VAEs (e.g., the hardness of training with…
cs.CV2020
Auto-Encoding Twin-Bottleneck Hashing
Yuming Shen, Jie Qin, Jiaxin Chen +5
Conventional unsupervised hashing methods usually take advantage of similarity graphs, which are either pre-computed in the high-dimensional space or obtained from random anchor po…