Author

Bao-Quan Zhao

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Preprint Sep 2026

Enhanced Deformable Convolution with Center-invariant Offset and Edge-aware Mask

Experiments show that EDC outperforms state-of-the-art deformable convolution variants, including Deformable ConvNets V1-V4 and Entire Deformable ConvNets, across mainstream segmentation datasets with various decoder settings, and ablation studies confirm the effectiveness of each component.

Yi-Xiao Li, Xiao-Yuan Yang, Jin Jiang et al. · 0 citations

Jul 2026

CRISP: Pre-LLM Yet Text-Driven Visual Token Pruning for Efficient LVLM Inference

CRISP is proposed, a pre-LLM yet text-driven visual token pruning framework that preserves both instruction-relevant evidence and essential scene context that serves as a practical solution for efficient LVLM inference, especially in resource-constrained scenarios.

Xu Li, Yi Zheng, Mengyang Zhao et al. · arXiv.org · 1 citation