Relation-Aware Distribution Representation Network for Person Clustering with Multiple Modalities

no code implementations • 1 Aug 2023 • Kaijian Liu, Shixiang Tang, Ziyue Li, Zhishuai Li, Lei Bai, Feng Zhu, Rui Zhao

The distribution representation of a clue is a vector consisting of the relation between this clue and all other clues from all modalities, thus being modality agnostic and good for person clustering.

Clustering Relation

Mutual CRF-GNN for Few-Shot Learning

no code implementations • CVPR 2021 • Shixiang Tang, Dapeng Chen, Lei Bai, Kaijian Liu, Yixiao Ge, Wanli Ouyang

In this MCGN, the labels and features of support data are used by the CRF for inferring GNN affinities in a principled and probabilistic way.

Few-Shot Learning

Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification

no code implementations • ICCV 2021 • Yi Zheng, Shixiang Tang, Guolong Teng, Yixiao Ge, Kaijian Liu, Jing Qin, Donglian Qi, Dapeng Chen

To tackle the problem, we propose an online pseudo label generation by hierarchical cluster dynamics for adaptive ReID.

Model Optimization Person Re-Identification +1