2 papers
cs.CV2026
Incomplete Multi-Label Image Recognition by Co-learning Semantic-Aware Features and Label Recovery
Zhi-Fen He, Ren-Dong Xie, Bo Li +2
Multi-label image recognition with incomplete labels is a challenging yet vital task in computer vision, which faces two fundamental challenges: learning semantic-aware features an…
cs.CV2025
Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification
Ren-Dong Xie, Zhi-Fen He, Bo Li +2
Multi-label image classification is a critical task in machine learning that aims to accurately assign multiple labels to a single image. While existing methods often utilize atten…