Fig. 13

(a) Standard ConvGRU assumes fixed recurrent connections across spatial locations, disregarding local motion dynamics. (b) The proposed Motion-Conditioned ConvGRU dynamically adjusts its recurrent connectivity based on the flow fields \(u_t\) and \(v_t\), enabling adaptive spatiotemporal modeling.