Browse State-of-the-Art › Image Restoration › Papers, page 8
Image Restoration
Papers archive 2025-07-28
archive papers tagged: 1,459 · with a code link: 666 · where Syntology ran a sample: 175 (148 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (175 of 1,459 tagged: 148 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument)
Page 8 of 15: papers 701 to 800 of 1,459, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations13 May 2025 0 repositories listed
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Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework12 May 2025 0 repositories listed
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UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration10 May 2025 0 repositories listed
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EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution8 May 2025 0 repositories listed
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Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement3 May 2025 0 repositories listed
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GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution1 May 2025 0 repositories listed
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DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model24 Apr 2025 0 repositories listed
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Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration21 Apr 2025 0 repositories listed
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Distribution-aware Dataset Distillation for Efficient Image Restoration21 Apr 2025 0 repositories listed
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Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation19 Apr 2025 0 repositories listed
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Circular Image Deturbulence using Quasi-conformal Geometry18 Apr 2025 0 repositories listed
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AdaQual-Diff: Diffusion-Based Image Restoration via Adaptive Quality Prompting17 Apr 2025 0 repositories listed
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Deep Generative Models for Bayesian Inference on High-Rate Sensor Data: Applications in Automotive Radar and Medical Imaging16 Apr 2025 0 repositories listed
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HyperKING: Quantum-Classical Generative Adversarial Networks for Hyperspectral Image Restoration16 Apr 2025 0 repositories listed
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Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain15 Apr 2025 0 repositories listed
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PG-DPIR: An efficient plug-and-play method for high-count Poisson-Gaussian inverse problems14 Apr 2025 0 repositories listed
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Progressive Transfer Learning for Multi-Pass Fundus Image Restoration14 Apr 2025 0 repositories listed
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Computationally iterative methods for salt-and-pepper denoising13 Apr 2025 0 repositories listed
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11 Apr 2025 0 repositories listed
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VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions11 Apr 2025 0 repositories listed
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ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration11 Apr 2025 0 repositories listed
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Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model9 Apr 2025 0 repositories listed
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AstroClearNet: Deep image prior for multi-frame astronomical image restoration8 Apr 2025 0 repositories listed
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DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration7 Apr 2025 0 repositories listed
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Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision7 Apr 2025 0 repositories listed
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Finding the Reflection Point: Unpadding Images to Remove Data Augmentation Artifacts in Large Open Source Image Datasets for Machine Learning4 Apr 2025 0 repositories listed
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Multimodal Diffusion Bridge with Attention-Based SAR Fusion for Satellite Image Cloud Removal4 Apr 2025 0 repositories listed
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Bridge the Gap between SNN and ANN for Image Restoration2 Apr 2025 0 repositories listed
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RELD: Regularization by Latent Diffusion Models for Image Restoration28 Mar 2025 0 repositories listed
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Diffusion Image Prior27 Mar 2025 0 repositories listed
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Invert2Restore: Zero-Shot Degradation-Blind Image Restoration27 Mar 2025 0 repositories listed
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Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration27 Mar 2025 0 repositories listed
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Cat-AIR: Content and Task-Aware All-in-One Image Restoration23 Mar 2025 0 repositories listed
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Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration22 Mar 2025 0 repositories listed
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Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks21 Mar 2025 0 repositories listed
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DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration20 Mar 2025 0 repositories listed
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Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems20 Mar 2025 0 repositories listed
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UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations20 Mar 2025 0 repositories listed
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SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model18 Mar 2025 0 repositories listed
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Towards properties of adversarial image perturbations18 Mar 2025 0 repositories listed
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Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion17 Mar 2025 0 repositories listed
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InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences14 Mar 2025 0 repositories listed
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Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion13 Mar 2025 0 repositories listed
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Hybrid Agents for Image Restoration13 Mar 2025 0 repositories listed
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Multi-Agent Image Restoration12 Mar 2025 0 repositories listed
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QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution11 Mar 2025 0 repositories listed
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Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios10 Mar 2025 0 repositories listed
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Rapid Bone Scintigraphy Enhancement via Semantic Prior Distillation from Segment Anything Model4 Mar 2025 0 repositories listed
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Hyperspectral Image Restoration and Super-resolution with Physics-Aware Deep Learning for Biomedical Applications3 Mar 2025 0 repositories listed
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Wavelet-Enhanced Desnowing: A Novel Single Image Restoration Approach for Traffic Surveillance under Adverse Weather Conditions3 Mar 2025 0 repositories listed
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Dynamic Degradation Decomposition Network for All-in-One Image Restoration26 Feb 2025 0 repositories listed
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Multi-level Attention-guided Graph Neural Network for Image Restoration26 Feb 2025 0 repositories listed
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RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images26 Feb 2025 0 repositories listed
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Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems26 Feb 2025 0 repositories listed
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19 Feb 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Image Super-Resolution with Guarantees via Conformalized Generative Models12 Feb 2025 0 repositories listed
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MRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers11 Feb 2025 0 repositories listed
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Self-supervised Conformal Prediction for Uncertainty Quantification in Imaging Problems7 Feb 2025 0 repositories listed
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Efficient Image Restoration via Latent Consistency Flow Matching5 Feb 2025 0 repositories listed
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Blind Visible Watermark Removal with Morphological Dilation4 Feb 2025 0 repositories listed
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Shape from Semantics: 3D Shape Generation from Multi-View Semantics1 Feb 2025 0 repositories listed
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Integrating Spatial and Frequency Information for Under-Display Camera Image Restoration30 Jan 2025 0 repositories listed
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Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration27 Jan 2025 0 repositories listed
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CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image24 Jan 2025 0 repositories listed
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Binary Diffusion Probabilistic Model23 Jan 2025 0 repositories listed
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INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration23 Jan 2025 0 repositories listed
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Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects22 Jan 2025 0 repositories listed
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FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration22 Jan 2025 0 repositories listed
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UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior22 Jan 2025 0 repositories listed
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UniUIR: Considering Underwater Image Restoration as An All-in-One Learner22 Jan 2025 0 repositories listed
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Proxies for Distortion and Consistency with Applications for Real-World Image Restoration21 Jan 2025 0 repositories listed
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SILO: Solving Inverse Problems with Latent Operators20 Jan 2025 0 repositories listed
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DiffStereo: High-Frequency Aware Diffusion Model for Stereo Image Restoration17 Jan 2025 0 repositories listed
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Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images16 Jan 2025 0 repositories listed
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Soft Knowledge Distillation with Multi-Dimensional Cross-Net Attention for Image Restoration Models Compression16 Jan 2025 0 repositories listed
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Color Correction Meets Cross-Spectral Refinement: A Distribution-Aware Diffusion for Underwater Image Restoration8 Jan 2025 0 repositories listed
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ACL: Activating Capability of Linear Attention for Image Restoration1 Jan 2025 0 repositories listed
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Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration1 Jan 2025 0 repositories listed
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Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution1 Jan 2025 0 repositories listed
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Consistency Posterior Sampling for Diverse Image Synthesis1 Jan 2025 0 repositories listed
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Dual Prompting Image Restoration with Diffusion Transformers1 Jan 2025 0 repositories listed
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JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration1 Jan 2025 0 repositories listed
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Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis1 Jan 2025 0 repositories listed
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Spk2SRImgNet: Super-Resolve Dynamic Scene from Spike Stream via Motion Aligned Collaborative Filtering1 Jan 2025 0 repositories listed
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An Ordinary Differential Equation Sampler with Stochastic Start for Diffusion Bridge Models28 Dec 2024 0 repositories listed
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Generative Adversarial Network on Motion-Blur Image Restoration27 Dec 2024 0 repositories listed
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UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections24 Dec 2024 0 repositories listed
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NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images20 Dec 2024 0 repositories listed
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Personalized Generative Low-light Image Denoising and Enhancement18 Dec 2024 0 repositories listed
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Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration17 Dec 2024 0 repositories listed
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Towards Context-aware Convolutional Network for Image Restoration15 Dec 2024 0 repositories listed
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Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification14 Dec 2024 0 repositories listed
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Matrix Completion via Residual Spectral Matching13 Dec 2024 0 repositories listed
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Are Conditional Latent Diffusion Models Effective for Image Restoration?12 Dec 2024 0 repositories listed
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ExpRDiff: Short-exposure Guided Diffusion Model for Realistic Local Motion Deblurring12 Dec 2024 0 repositories listed
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Convergence Analysis of a Proximal Stochastic Denoising Regularization Algorithm11 Dec 2024 0 repositories listed
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A Progressive Image Restoration Network for High-order Degradation Imaging in Remote Sensing10 Dec 2024 0 repositories listed
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EchoIR: Advancing Image Restoration with Echo Upsampling and Bi-Level Optimization10 Dec 2024 0 repositories listed
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InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention9 Dec 2024 0 repositories listed
Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.