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Boqian Liu

2 accepted papers

2025

Few-shot Image Classification based on Attribute Prediction and Selection

ICASSP 2025accepted

Few-shot learning addresses the challenges of image classification with limited samples, but current methods often fail to fully utilize sample correlations and external semantic information, leading to low accuracy. To overcome these limitations, we propose a few-shot image classification method ba…

Cited by 0SourceScholar
2025

Self-Supervised Monocular Depth Estimation from Videos via Pose-Adaptive Reconstruction

ICASSP 2025accepted

Self-supervised depth estimation from videos involves predicting the depth map of a target frame and the pose changes between source and target frames. The reconstructed source frame is aligned with the target view using the predicted pose and depth information. Precise pose estimation significantly…

Cited by 0SourceScholar