Search Results for author: Yi-Xing Peng

Found 4 papers, 4 papers with code

A Versatile Framework for Multi-scene Person Re-identification

1 code implementation17 Mar 2024 Wei-Shi Zheng, Junkai Yan, Yi-Xing Peng

To overcome significant variations between images across camera views, mountains of variants of ReID models were developed for solving a number of challenges, such as resolution change, clothing change, occlusion, modality change, and so on.

Data Augmentation Person Re-Identification +1

Rethinking CLIP-based Video Learners in Cross-Domain Open-Vocabulary Action Recognition

1 code implementation3 Mar 2024 Kun-Yu Lin, Henghui Ding, Jiaming Zhou, Yi-Xing Peng, Zhilin Zhao, Chen Change Loy, Wei-Shi Zheng

To answer this, we establish a CROSS-domain Open-Vocabulary Action recognition benchmark named XOV-Action, and conduct a comprehensive evaluation of five state-of-the-art CLIP-based video learners under various types of domain gaps.

Open Vocabulary Action Recognition

When Prompt-based Incremental Learning Does Not Meet Strong Pretraining

1 code implementation ICCV 2023 Yu-Ming Tang, Yi-Xing Peng, Wei-Shi Zheng

However, existing prompt-based methods heavily rely on strong pretraining (typically trained on ImageNet-21k), and we find that their models could be trapped if the potential gap between the pretraining task and unknown future tasks is large.

Incremental Learning Retrieval

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