2 papers
cs.LG2024
Scalable Label Distribution Learning for Multi-Label Classification
Xingyu Zhao, Yuexuan An, Lei Qi +1
Multi-label classification (MLC) refers to the problem of tagging a given instance with a set of relevant labels. Most existing MLC methods are based on the assumption that the cor…
cs.LG2024
Towards Few-Shot Learning in the Open World: A Review and Beyond
Hui Xue, Yuexuan An, Yongchun Qin +5
Human intelligence is characterized by our ability to absorb and apply knowledge from the world around us, especially in rapidly acquiring new concepts from minimal examples, under…