3 papers
cs.CV2025
Multi-label Classification with Panoptic Context Aggregation Networks
Mingyuan Jiu, Hailong Zhu, Wenchuan Wei +3
Context modeling is crucial for visual recognition, enabling highly discriminative image representations by integrating both intrinsic and extrinsic relationships between objects a…
cs.CV2024
Image Classification with Deep Reinforcement Active Learning
Mingyuan Jiu, Xuguang Song, Hichem Sahbi +5
Deep learning is currently reaching outstanding performances on different tasks, including image classification, especially when using large neural networks. The success of these m…
cs.CV2024
Multi-label Classification using Deep Multi-order Context-aware Kernel Networks
Mingyuan Jiu, Hailong Zhu, Hichem Sahbi
Multi-label classification is a challenging task in pattern recognition. Many deep learning methods have been proposed and largely enhanced classification performance. However, mos…