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cs.LG2022
AugOp: Inject Transformation into Neural Operator
Longqing Ye
In this paper, we propose a simple and general approach to augment regular convolution operator by injecting extra group-wise transformation during training and recover it during i…
cs.CV2022★ 9 cited
AugShuffleNet: Communicate More, Compute Less
Longqing Ye
As a remarkable compact model, ShuffleNetV2 offers a good example to design efficient ConvNets but its limit is rarely noticed. In this paper, we rethink the design pattern of Shuf…