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Preprint Sep 2026

Semantic Modality Compensation for Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings

Unsupervised visible-infrared person re-identification (USL-VI-ReID) learns person representations that can be compared across modalities without identity annotations. In the unpaired setting, however, identity correspondences between modalities are often incomplete, leaving many identities without an observed counterp...

Duan-Ning Chen, Ke He, Bin Yang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

OneWorld: Learning Consistent Physics Across Actions in World Models

Action-conditioned video world models aim to predict scene evolution under different actions, a capability that is essential for reliable planning, decision-making, and interaction in dynamic environments. However, futures generated independently from the same initial scene may each appear plausible while implying inco...

Ke-Jun He, Yi-Chen Ding, Bin Yang · 0 citations

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