Methods › General › Self-Supervised Learning › Colorization
Colorization
Introduced by Richard Zhang et al. in Colorful Image Colorization
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Colorization is a self-supervision approach that relies on colorization as the pretext task in order to learn image representations.
Papers archive 2025-07-28
30 shown of 213, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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MTSIC: Multi-stage Transformer-based GAN for Spectral Infrared Image Colorization 21 Jun 2025 · 0 repositories · arXiv:2506.17540
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SSIMBaD: Sigma Scaling with SSIM-Guided Balanced Diffusion for AnimeFace Colorization 4 Jun 2025 · 1 repository · arXiv:2506.04283
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Restoring Real-World Images with an Internal Detail Enhancement Diffusion Model 24 May 2025 · 0 repositories · arXiv:2505.18674
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Leveraging the Powerful Attention of a Pre-trained Diffusion Model for Exemplar-based Image Colorization 21 May 2025 · 1 repository · arXiv:2505.15812
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Controllable Image Colorization with Instance-aware Texts and Masks 13 May 2025 · 0 repositories · arXiv:2505.08705
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Cobra: Efficient Line Art COlorization with BRoAder References 16 Apr 2025 · 0 repositories · arXiv:2504.12240
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ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating Utilities 9 Apr 2025 · 2 repositories · arXiv:2504.06895
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A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial Imagery 29 Mar 2025 · 1 repository · arXiv:2503.23200
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MagicColor: Multi-Instance Sketch Colorization 21 Mar 2025 · 0 repositories · arXiv:2503.16948
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Language-based Image Colorization: A Benchmark and Beyond 19 Mar 2025 · 1 repository · arXiv:2503.14974
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Image Referenced Sketch Colorization Based on Animation Creation Workflow 27 Feb 2025 · 2 repositories · arXiv:2502.19937
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Deep-JGAC: End-to-End Deep Joint Geometry and Attribute Compression for Dense Colored Point Clouds 25 Feb 2025 · 0 repositories · arXiv:2502.17939
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Proxy Prompt: Endowing SAM and SAM 2 with Auto-Interactive-Prompt for Medical Segmentation 5 Feb 2025 · 0 repositories · arXiv:2502.03501
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Consistent Video Colorization via Palette Guidance 31 Jan 2025 · 0 repositories · arXiv:2501.19331
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VanGogh: A Unified Multimodal Diffusion-based Framework for Video Colorization 16 Jan 2025 · 0 repositories · arXiv:2501.09499
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SwinTExCo: Exemplar-based video colorization using Swin Transformer 15 Jan 2025 · 1 repository
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SVFR: A Unified Framework for Generalized Video Face Restoration 2 Jan 2025 · 1 repository · arXiv:2501.01235
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Self-Supervised Cross-View Correspondence with Predictive Cycle Consistency 1 Jan 2025 · 0 repositories
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AniDoc: Animation Creation Made Easier 18 Dec 2024 · 0 repositories · arXiv:2412.14173
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Enabling Region-Specific Control via Lassos in Point-Based Colorization 18 Dec 2024 · 0 repositories · arXiv:2412.13469
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ColorFlow: Retrieval-Augmented Image Sequence Colorization 16 Dec 2024 · 0 repositories · arXiv:2412.11815
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Structurally Consistent MRI Colorization using Cross-modal Fusion Learning 12 Dec 2024 · 0 repositories · arXiv:2412.10452
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Learning Spatially Decoupled Color Representations for Facial Image Colorization 10 Dec 2024 · 0 repositories · arXiv:2412.07203
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Paint Bucket Colorization Using Anime Character Color Design Sheets 25 Oct 2024 · 1 repository · arXiv:2410.19424
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Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy 9 Oct 2024 · 0 repositories · arXiv:2410.06725
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L-C4: Language-Based Video Colorization for Creative and Consistent Color 7 Oct 2024 · 0 repositories · arXiv:2410.04972
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Transforming Color: A Novel Image Colorization Method 7 Oct 2024 · 0 repositories · arXiv:2410.04799
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Computer-aided Colorization State-of-the-science: A Survey 3 Oct 2024 · 1 repository · arXiv:2410.02288
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ControlCol: Controllability in Automatic Speaker Video Colorization 21 Aug 2024 · 0 repositories · arXiv:2408.11711
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MultiColor: Image Colorization by Learning from Multiple Color Spaces 8 Aug 2024 · 0 repositories · arXiv:2408.04172
Tasks archive 2025-07-28
20 shown of 146 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Colorization | 213 |
| Image Colorization | 85 |
| Generative Adversarial Network | 13 |
| Decoder | 11 |
| Super-Resolution | 11 |
| Line Art Colorization | 10 |
| Semantic Segmentation | 10 |
| Semantic correspondence | 9 |
| Translation | 9 |
| Denoising | 8 |
| Diversity | 8 |
| Image Generation | 8 |
| SSIM | 8 |
| Object | 7 |
| Object Detection | 7 |
| object-detection | 7 |
| Representation Learning | 6 |
| Segmentation | 6 |
| Sketch Colorization | 6 |
| Image Restoration | 5 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections