From the 1 of 7 linked papers with an AI index.
7 papers
Structural-Semantic Reciprocal Learning for Unsupervised Visible-Infrared Person Re-Identification
Moyao Tian, Shijia Liu, Yan Yang +4
The paper proposes a framework called Structural‑Semantic Reciprocal Learning (SSRL) that uses fine‑grained body‑part features and a closed‑loop semantic calibration to improve uns…
CouCE: A Unified Causal Framework for Debiased Deep Metric Learning
Xin Yuan, Zhenyang Niu, Meiqi Wan +3
Deep Metric Learning (DML) often struggles with zero-shot generalization because standard objectives inherently capture what co-occurs rather than what causes similarity. Consequen…
Beyond Seen Bounds: Class-Centric Polarization for Single-Domain Generalized Deep Metric Learning
Xin Yuan, Meiqi Wan, Wei Liu +2
Single-domain generalized deep metric learning (SDG-DML) faces the dual challenge of both category and domain shifts during testing, limiting real-world applications. Therefore, ai…
MambaOVSR: Multiscale Fusion with Global Motion Modeling for Chinese Opera Video Super-Resolution
Hua Chang, Xin Xu, Wei Liu +3
Chinese opera is celebrated for preserving classical art. However, early filming equipment limitations have degraded videos of last-century performances by renowned artists (e.g.,…
Event-based Video Person Re-identification via Cross-Modality and Temporal Collaboration
Renkai Li, Xin Yuan, Wei Liu +1
Video-based person re-identification (ReID) has become increasingly important due to its applications in video surveillance applications. By employing events in video-based person…
VAGeo: View-specific Attention for Cross-View Object Geo-Localization
Zhongyang Li, Xin Yuan, Wei Liu +1
Cross-view object geo-localization (CVOGL) aims to locate an object of interest in a captured ground- or drone-view image within the satellite image. However, existing works treat…