Liqiang Nie

DGNet: Dual-knowledge Guided Network for Infrared Small Target Detection

InfRared Small Target Detection (IRSTD) is a prominent and challenging task in computer vision. In recent years, text-guided methods have significantly improved detection performance. However, they still suffer from two key limitations. First, a single text description simultaneously modeling both background and target...

RePatch: Learning Entropy-Guided Patch Structures with Quantized Representations for Time Series Forecasting

Multivariate time series forecasting is a fundamental yet challenging task due to non-stationary dynamics, evolving temporal structures, and limited generalization across scenarios. Recent patch-based methods improve long-range modeling by segmenting sequences into local units. Still, they typically rely on fixed or we...

A Survey on Text-Based Person Search.