2 papers
cs.CV2025
TFANet: Three-Stage Image-Text Feature Alignment Network for Robust Referring Image Segmentation
Qianqi Lu, Yuxiang Xie, Jing Zhang +3
Referring Image Segmentation (RIS) is a task that segments image regions based on language expressions, requiring fine-grained alignment between two modalities. However, existing m…
cs.CV2025
Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning
Zhang Jing, Pu Nan, Xie Yu Xiang +5
Generalized Category Discovery (GCD) is an emerging and challenging open-world problem that has garnered increasing attention in recent years. Most existing GCD methods focus on di…