Yuerong Xue — accepted AI-conference papers

2026

FreqSIC: Frequency-aware Stereo Image Compression with Bi-directional Checkerboard Context Model

Shiyu Qin, Yongkang Lu, Yimin Zhou, Jiawei Li, Yifan Ren, Yuerong Xue +2

CVPR 2026

Stereo image compression is essential for a wide range of 3D vision. Recent methods have demonstrated strong capabilities in eliminating inter-view redundancy and enabling compact entropy coding via spatial-domain stereo transformation and advanced autoregressive entropy models. However, these appro

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2024

OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning

Xinyu Geng, Jiaming Wang, Jiawei Gong, Yuerong Xue, Jun Xu, Fanglin Chen +1

CVPR 2024poster

Redundancy is a persistent challenge in Capsule Networks (CapsNet) leading to high computational costs and parameter counts. Although previous studies have introduced pruning after the initial capsule layer dynamic routing's fully connected nature and non-orthogonal weight matrices reintroduce redun…

Cited by 8 Source ↗PDF ↗Scholar ↗