13 citations · 28 across the 9 of their papers we have counts for
4 papers · 1 filter
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning
Chenyi Jiang, Dubing Chen, Shidong Wang +3
Compositional Zero-Shot Learning (CZSL) aims to recognize unseen compositions from seen states and objects. The disparity between the manually labeled semantic information and its…
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…
Deconstructed Generation-Based Zero-Shot Model
Dubing Chen, Yuming Shen, Haofeng Zhang +1
Recent research on Generalized Zero-Shot Learning (GZSL) has focused primarily on generation-based methods. However, current literature has overlooked the fundamental principles of…
Learning to Hash Naturally Sorts
Jiaguo Yu, Yuming Shen, Menghan Wang +2
Learning to hash pictures a list-wise sorting problem. Its testing metrics, e.g., mean-average precision, count on a sorted candidate list ordered by pair-wise code similarity. How…