| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 |
| Residual Denoising Diffusion Models | Aug 25, 2023 | DenoisingDiversity | CodeCode Available | 2 |
| Q-Diffusion: Quantizing Diffusion Models | Feb 8, 2023 | Image GenerationNoise Estimation | CodeCode Available | 2 |
| D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models | Jan 14, 2025 | DenoisingImage Generation | CodeCode Available | 1 |
| BiDM: Pushing the Limit of Quantization for Diffusion Models | Dec 8, 2024 | BinarizationImage Generation | CodeCode Available | 1 |
| How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? | Oct 23, 2024 | Noise Estimation | CodeCode Available | 1 |
| Dual convolutional neural network with attention for image blind denoising | Sep 8, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| 3D Priors-Guided Diffusion for Blind Face Restoration | Sep 2, 2024 | Blind Face RestorationDenoising | CodeCode Available | 1 |
| Image Denoising Using Green Channel Prior | Aug 12, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing | May 15, 2024 | DenoisingImage Dehazing | CodeCode Available | 1 |
| EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models | Jan 9, 2024 | DenoisingImage Generation | CodeCode Available | 1 |
| FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise | Dec 20, 2023 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| NM-FlowGAN: Modeling sRGB Noise without Paired Images using a Hybrid Approach of Normalizing Flows and GAN | Dec 15, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration | Aug 17, 2023 | DeblurringDenoising | CodeCode Available | 1 |
| Towards General Low-Light Raw Noise Synthesis and Modeling | Jul 31, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation | Feb 20, 2023 | ImputationMissing Values | CodeCode Available | 1 |
| Post-training Quantization on Diffusion Models | Nov 28, 2022 | DenoisingNoise Estimation | CodeCode Available | 1 |
| LeNo: Adversarial Robust Salient Object Detection Networks with Learnable Noise | Oct 27, 2022 | DecoderNoise Estimation | CodeCode Available | 1 |
| BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds | Oct 18, 2022 | Audio DenoisingDenoising | CodeCode Available | 1 |
| Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training | Apr 6, 2022 | DenoisingGenerative Adversarial Network | CodeCode Available | 1 |
| Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement | Oct 3, 2021 | DenoisingImage Enhancement | CodeCode Available | 1 |
| WINNet: Wavelet-inspired Invertible Network for Image Denoising | Sep 14, 2021 | DeblurringDenoising | CodeCode Available | 1 |
| The Fragility of Noise Estimation in Kalman Filter: Optimization Can Handle Model-Misspecification | Apr 6, 2021 | Noise Estimation | CodeCode Available | 1 |
| Joint self-supervised blind denoising and noise estimation | Feb 16, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays | Nov 3, 2020 | DiversityNoise Estimation | CodeCode Available | 1 |
