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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Mingkai Wei

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Aug 2026

Lightweight Condition-Constrained Salient Object Detection Based on Elastic Pixel Difference Convolution.

The core innovation lies in a novel elastic pixel differential convolution operator, which flexibly captures microscopic gradient cues to effectively coordinate high-level semantics with low-level details during inference with zero additional computational overhead.

Wei-Yi Wei, Yongxin Shi, Shengxia Gao et al. · 0 citations

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