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Trustworthy Self-Attention: Enabling the Network to Focus Only on the Most Relevant References
Recent methods use self-attention to find relevant non-occluded points as references for estimating the optical flow of occluded points based on the assumption of self-similarity.
YOIO: You Only Iterate Once by mining and fusing multiple necessary global information in the optical flow estimation
To enable both high accuracy and efficiency, We fully mine and utilize the spatiotemporal information provided by the frame pair, design a loopback judgment algorithm to ensure that correct global reference information is obtained, mine multiple necessary global information, and design an efficient refinement module that fuses these global information.
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