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Author

Tian-Wei Zhang

2 papers indexed here

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Aug 2026

SMN: Signal Modulation Network for Tiny Object Detection in Remote Sensing Imagery

Tiny object detection (TOD) in remote sensing imagery remains challenging because foreground signals are extremely weak in deep feature hierarchies and are easily overwhelmed by high-response background interference. To mitigate this observed foreground-background signal modulation imbalance (FBSMI) difficulty, we prop...

Tian-Wei Zhang, Longfei Ren, Lian-Ru Gao et al. · 0 citations
Aug 2026

Real-time multi-task learning with cross-task attention and edge supervision for autonomous driving perception

A lightweight multi-task learning framework for safety-critical autonomous driving perception that strikes a balance between accuracy and real-time performance in multi-task perception, thereby supporting safety-critical perception by reducing perception latency and improving perception reliability.

Xin Dong, Jun Shen, Chiyuan Li et al. · 0 citations

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