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Weidong Min

2 accepted papers

2026

SpecBridge: Spectral Structure Alignment and Transitive Bridging for 3D–2D–Text Pre-Training

IJCAI 2026

Open-vocabulary 3D understanding aims to align 3D representations with a unified vision-language semantic space. However, existing methods suffer from the challenge of structural asymmetry caused by sparse observations and holistic geometries. Additionally, the inherent semantic chasm between discre

Cited by 0Scholar
2023

Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification

AAAI 2023technical

Few-shot learning has received increasing attention and witnessed significant advances in recent years. However, most of the few-shot learning methods focus on the optimization of training process, and the learning of metric and sample generating networks. They ignore the importance of learning the…

Cited by 7SourcePDFScholar