Plip: Language-image pre-training for person representation learning

J Zuo, J Hong, F Zhang, C Yu, H Zhou, C Gao… - ar** images to denoising words for accurate zero-shot composed image retrieval
Y Tang, J Yu, K Gai, J Zhuang, G Gou, G **ong… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Zero-Shot Composed Image Retrieval (ZS-CIR) supports diverse tasks with a broad range of
visual content manipulation intentions that can be related to domain, scene, object, and …

RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-identification

L Tan, Y Zhang, K Han, P Dai, Y Zhang, Y Wu… - arxiv preprint arxiv …, 2024‏ - arxiv.org
This paper makes a step towards modeling the modality discrepancy in the cross-spectral re-
identification task. Based on the Lambertain model, we observe that the non-linear modality …

Dual-Level Matching with Outlier Filtering for Unsupervised Visible-Infrared Person Re-Identification

M Ye, Z Wu, B Du - IEEE Transactions on Pattern Analysis and …, 2025‏ - ieeexplore.ieee.org
Visible-infrared person re-identification (VI-ReID) is a challenging cross-modality retrieval
task due to the large modality gap. While numerous efforts have been devoted to the …