12 citations · 17 across the 5 of their papers we have counts for
5 papers
Next-Frequency Autoregressive Modeling for Remote Sensing Change Detection
Luqi Gong, Rui Xu, Qixin Xie +5
Remote sensing change detection identifies land-cover changes from bi-temporal images. Most existing methods follow a one-shot dense prediction paradigm, directly regressing a chan…
CARE: Anti-entanglement Ultrasound Image Segmentation via Channel-Aware Region Extrication
Weixin Xu, Yuting Lu, Luqi Gong +3
Accurate ultrasound image segmentation is fundamentally challenged by target-context entanglement, where lesion cues are easily mixed with surrounding tissues and artifacts of simi…
DualSG: A Dual-Stream Explicit Semantic-Guided Multivariate Time Series Forecasting Framework
Kuiye Ding, Fanda Fan, Yao Wang +6
Multivariate Time Series Forecasting plays a key role in many applications. Recent works have explored using Large Language Models for MTSF to take advantage of their reasoning abi…
Time-variant Image Inpainting via Interactive Distribution Transition Estimation
Yun Xing, Qing Guo, Xiaoguang Li +5
In this work, we focus on a novel and practical task, i.e., Time-vAriant iMage inPainting (TAMP). The aim of TAMP is to restore a damaged target image by leveraging the complementa…
DPNet: Dynamic Pooling Network for Tiny Object Detection
Luqi Gong, Haotian Chen, Yikun Chen +4
In unmanned aerial systems, especially in complex environments, accurately detecting tiny objects is crucial. Resizing images is a common strategy to improve detection accuracy, pa…