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Methodology
← Processing
Computer Vision
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Processing
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Image Restoration
3606 directly classified papers
Papers per year
2003: 1
2006: 5
2007: 3
2008: 4
2009: 4
2010: 5
2011: 4
2012: 7
2013: 100
2014: 58
2015: 114
2016: 52
2017: 85
2018: 124
2019: 205
2020: 247
2021: 382
2022: 297
2023: 505
2024: 543
2025: 685
2026: 176
Papers
Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation
AAAI 2024
Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
NIPS 2024
Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening
IJCAI 2024
Making Visual Sense of Oracle Bones for You and Me
CVPR 2024
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
AAAI 2024
Direction-Aware Video Demoiréing with Temporal-Guided Bilateral Learning
AAAI 2024
Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
AAAI 2024
Language-driven All-in-one Adverse Weather Removal
CVPR 2024
Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues
AAAI 2024
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
NIPS 2024
Omnidirectional Image Super-resolution via Bi-projection Fusion
AAAI 2024
DiffRAW: Leveraging Diffusion Model to Generate DSLR-Comparable Perceptual Quality sRGB from Smartphone RAW Images
AAAI 2024
Dual-Scale Transformer for Large-Scale Single-Pixel Imaging
CVPR 2024
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
AAAI 2024
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
AAAI 2024
MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
CVPR 2024
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
NIPS 2024
Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance
CVPR 2024
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection
CVPR 2024
Correlation Matching Transformation Transformers for UHD Image Restoration
AAAI 2024
Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution
AAAI 2024
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution
AAAI 2024
Gated Fields: Learning Scene Reconstruction from Gated Videos
CVPR 2024
Uncertainty-Aware GAN for Single Image Super Resolution
AAAI 2024
PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates
CVPR 2024
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