Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions 事件

Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions arXiv:2605.24621v1 Announce Type: new Abstract: Scattering transforms achieve Lipschitz stability and translation invariance, but dense prediction tasks require preserving spatial structure lost in global averaging. We propose Phase-Aware Scattering Encoder-Decoder, which restores this information by explicitly preserving phase in skip connections. On image denoising (BSD68), breaking translation invariance improves PSNR