Paper | Code | PSNR Gap | Average KL Divergence | ModelName | ReleaseDate |
---|---|---|---|---|---|
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training | ✓ Link | 0.84 | 0.153 | PNGAN | 2022-04-06 |
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation | ✓ Link | 2.06 | 0.212 | DANet | 2020-07-12 |
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling | ✓ Link | 2.28 | 0.443 | GRDN | 2019-05-27 |
Unprocessing Images for Learned Raw Denoising | ✓ Link | 4.90 | 0.545 | ULRD | 2018-11-27 |
Toward Convolutional Blind Denoising of Real Photographs | ✓ Link | 8.30 | 0.728 | CBDNet | 2018-07-12 |