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Dec 30, 2021 · Artificial Intelligence

Exemplar Transformers Enable 8× Faster CPU‑Compatible Visual Tracking

Researchers at ETH Zurich introduce Exemplar Transformers, a novel Transformer layer that accelerates visual object tracking by eight times, runs in real‑time on CPUs, and improves robustness when integrated into a Siamese‑based tracker, achieving state‑of‑the‑art performance on six benchmark datasets.