In this work, we propose a motion robust and high-speed detection pipeline which better leverages the event data. First, design an stream representation called temporal active focus (TAF), efficiently utilizes spatial-temporal asynchronous stream, constructing tensors to object motions. Then, module bifurcated folding (BFM), encodes rich information in TAF tensor at input layer of detector. Fol...