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Taotao Lai

2 accepted papers

2026

SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context

AAAI 2026technical

Recent research has focused on using convolutional neural networks (CNNs) as the backbones in two-view correspondence learning, demonstrating significant superiority over methods based on multilayer perceptrons. However, CNN backbones that are not tailored to specific tasks may fail to effectively a

Cited by 0SourcePDFScholar
2022

MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph

CVPR 2022poster

Establishing superior-quality correspondences in an image pair is pivotal to many subsequent computer vision tasks. Using Euclidean distance between correspondences to find neighbors and extract local information is a common strategy in previous works. However, most such works ignore similar sparse…

Cited by 67PDFcodeScholar