3 citations · 3 across the 4 of their papers we have counts for
4 papers
Hi-OPD: Hierarchy-Aware Open-Prompt Detection for Remote Sensing Images
Jinlong Hu, Yi Zhang, Zhiqi Xia +2
Hi-OPD addresses a failure mode left uncontrolled by flat open-prompt training: descendant retrieval need not persist under ancestor queries when multi-source remote sensing annota…
Scaling Representation Diversity: Modulated Attention and Reconstructive Regularization for Visual Grounding
Junyi Hu, Tian Bai, Fengyi Wu +7
Referring Expression Comprehension (REC) is commonly studied under dataset-specific fine-tuning, resulting in specialist models with limited cross-dataset generalization. In this w…
ExpAlign: Expectation-Guided Vision-Language Alignment for Open-Vocabulary Grounding
Junyi Hu, Tian Bai, Fengyi Wu +3
Open-vocabulary grounding requires accurate vision-language alignment under weak supervision, yet existing methods either rely on global sentence embeddings that lack fine-grained…
PHCT: Plug-and-Play Hierarchical C2F Transformer for Multi-Scale Feature Fusion
Junyi Hu, Tian Bai, Fengyi Wu +2
Feature fusion plays a pivotal role in achieving high performance in vision models, yet existing attention-based fusion techniques often suffer from substantial computational overh…