Dapeng Luo — accepted AI-conference papers

2026

KPDM: Key Phrase Dynamic Masking for Robust Text-to-Image Person Retrieval

Shaofeng You, Tianle Miao, Qihang Chen, Xin Li, Zhuo Cheng, Dapeng Luo

AAAI 2026technical

Text-to-image person re-identification (TIReID) aims to retrieve the most relevant pedestrian images from an image gallery based on natural language descriptions. Recent studies have achieved significant performance improvements by leveraging Masked Language Modeling (MLM) to align fine-grained info

Cited by 0 Source ↗PDF ↗Scholar ↗

2026

Object-level Semantic and Spatial Distillation for Open Vocabulary Detection

Zitong Li, Jinzhuo Wu, Fukang Zhao, Xinyue Wang, Jun Chen-CUG, Zhuo Cheng +1

ICML 2026poster

Recent Open-vocabulary Object Detection (OVD) approaches adapt CLIP through region-level distillation to improve semantic alignment for novel categories. However, the distilled regional features are often used for both classification and localization, enhancing semantic consistency at the expense of…

Cited by 0 Source ↗Scholar ↗