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Jiaer Xia

4 accepted papers

2025

Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation

ICCV 2025poster

Multimodal Large Language Models (MLLMs) have demonstrated remarkable capabilities in interpreting images using natural language. However, without using large-scale datasets for retraining, these models are difficult to adapt to specialized vision tasks, e.g., chart understanding. This problem is ca…

2024

Attention Disturbance and Dual-Path Constraint Network for Occluded Person Re-identification

AAAI 2024technical

Occluded person re-identification (Re-ID) aims to address the potential occlusion problem when matching occluded or holistic pedestrians from different camera views. Many methods use the background as artificial occlusion and rely on attention networks to exclude noisy interference. However, the si…

Cited by 10SourcePDFScholar
2024

Occluded Person Re-identification via Saliency-Guided Patch Transfer

AAAI 2024technical

While generic person re-identification has made remarkable improvement in recent years, these methods are designed under the assumption that the entire body of the person is available. This assumption brings about a significant performance degradation when suffering from occlusion caused by various…

Cited by 16SourcePDFScholar