Authors

Qing Tian

Publications 1

Preprint Open access

Difference Feature Map Distillation: Transferring Inter-Sample Relational Knowledge Towards Efficient Transformer-Based Tracking

Zhicheng Ding, Xinyu Chu, Qing Tian · 2026 · 10.1109/iv66570.2026.11624050

In autonomous driving perception, visual object tracking systems must satisfy stringent latency and power constraints while remaining robust in complex and dynamic environments. Although transformer-based trackers achieve state-of-the-art accuracy, their substantial computational and memory overheads hinder deployment …

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