[Figure 4] Overview of the A²SG Method (IMAGE)

National Research Council of Science & Technology

[Figure 4] Overview of the A²SG Method

Caption

(a) Valid intervals of the surrogate gradient and the asymmetric (ASY) function form (b) How the spatiotemporal adaptive surrogate gradient operates by detecting changes in the learning landscape in real time and self-correcting accordingly (c) A schematic diagram showing the vicinity of the point reached by the training process before and after applying A²SG on the loss landscape

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Korea Institute of Science and Technology(KIST)

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