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We propose a new nonlinearity for implicit neural representations (inrs) based on the continuous complex gabor wavelet that has high representation capacity for visual signals The top row shows two commonly used nonlinearities Here, we propose adaptive wavelet distillation (awd), a method which aims to distill information from a trained neural network into a wavelet transform Some researches have begun to try to integrate the good properties of wavelet into anns.
In this work, we introduce wavelet diffusion neural operator (wdno) to address the above two challenges Our wdno method consists of two key innovations (1) generation in the wavelet domain Since the wavelet transform is both space and frequency localized and excels at approximating functions with abrupt changes (tripura & chakraborty, 2022), generation in the wavelet space endowed by the.
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