Methods › Computer Vision › Backbone Architectures › 2D DWT
2D Discrete Wavelet Transform
2D DWT
Introduced by Pranav Jeevan P et al. in WaveMix: Multi-Resolution Token Mixing for Images
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
4 shown of 4, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN 20 May 2024 · 1 repository
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Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks 29 Nov 2022 · 1 repository · arXiv:2211.16098
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WaveMix: A Resource-efficient Neural Network for Image Analysis 28 May 2022 · 1 repository · arXiv:2205.14375
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WaveMix: Multi-Resolution Token Mixing for Images 29 Sep 2021 · 1 repository
Tasks archive 2025-07-28
17 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Semantic Segmentation | 3 |
| GPU | 2 |
| Image Classification | 2 |
| Avg | 1 |
| Binarization | 1 |
| Efficient Neural Network | 1 |
| Generative Adversarial Network | 1 |
| Image Enhancement | 1 |
| Image Segmentation | 1 |
| Inductive Bias | 1 |
| Medical Image Segmentation | 1 |
| Scene Classification | 1 |
| Segmentation | 1 |
| Spatial Token Mixer | 1 |
| Text Segmentation | 1 |
| Transfer Learning | 1 |
| image-classification | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections