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Schematic diagram of inserting TSM in blocks of different 2D CNN models: (a) ResNet block with temporal shift module; (b) ResNeXt block with temporal shift module; (c) ConvNext block with temporal shift module; (d) DenseNet block with temporal shift module and dense connections in the DenseNet stage.
