Abstract: Highlights•A sketch healing method, namely Lmser-pix2seq, is proposed.•Our gMLP-based Lmser block learns the relationship between patches automatically.•The Lmser-pix2seq learns stable representations of corrupted sketches.•Experimental results show our method is effective in healing corrupted sketches.
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