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Image Restoration

3,606 papers

Papers per year

Papers

Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning ICML 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs ICML 2023
SinDDM: A Single Image Denoising Diffusion Model ICML 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding ICML 2023
I$^2$SB: Image-to-Image Schrödinger Bridge ICML 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations ICML 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping ICML 2023
Evaluating Unsupervised Denoising Requires Unsupervised Metrics ICML 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models ICML 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration ICML 2023
Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows ICML 2023
Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023
Random Shuffle Transformer for Image Restoration ICML 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models ICML 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution ICML 2023
Fourmer: An Efficient Global Modeling Paradigm for Image Restoration ICML 2023
A Novel Learnable Interpolation Approach for Scale-Arbitrary Image Super-Resolution IJCAI 2023
MMPN: Multi-supervised Mask Protection Network for Pansharpening IJCAI 2023
Strip Attention for Image Restoration IJCAI 2023
Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement IJCAI 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity IJCAI 2023
Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation IJCAI 2023
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction IJCAI 2023
Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening IJCAI 2023
On Efficient Transformer-Based Image Pre-training for Low-Level Vision IJCAI 2023