Image Editing papers, 2023–2026

Key findings

• Image Editing went from 112 papers in 2023 to 238 in 2026, roughly 2.1x in three years.
• CVPR publishes the most Image Editing work: 364 papers from 2023 to 2026, 53% of the four-venue total.
• The fastest-growing overlap is with Applications · computer vision: papers tagged with both rose from 1 in 2023 to 15 in 2026.
• Among the 5 topics under Multimodal Generation, it ranks #3 by 2026 paper count; the fastest grower in the group, Storytelling Generation, is up 15x versus 2.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Accelerated Image Editing via Consistency-Aware Source Token Pruning
• ICML 2026Klein Hyperbolic Metric Learning
• ICLR 2026DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
• CVPR 2026AnchorFlow Training-Free 3D Editing via Latent Anchor-Aligned Flows
• NeurIPS 2025A$^3$E: Towards Compositional Model Editing
• ICML 2025DEALing with Image Reconstruction: Deep Attentive Least Squares
• ICLR 2025HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
• CVPR 2025AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
• NeurIPS 2024Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
• ICML 2024Counterfactual Image Editing
• ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
• CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
• NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
• ICML 2023Random Shuffle Transformer for Image Restoration
• ICLR 2023Editing models with task arithmetic
• CVPR 20233D GAN Inversion With Facial Symmetry Prior
• NeurIPS 2026AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
• ICML 2026DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model
• ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
• CVPR 2026ChordEdit One-Step Low-Energy Transport for Image Editing

All Image Editing papers

90 papers, page 2 of 2

51. CVPR 2024LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
52. CVPR 2024Learned Lossless Image Compression based on Bit Plane Slicing
53. CVPR 2024LEDITS++: Limitless Image Editing using Text-to-Image Models
54. CVPR 2024MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers
55. CVPR 2024Material Palette: Extraction of Materials from a Single Image
56. CVPR 2024MultiDiff: Consistent Novel View Synthesis from a Single Image
57. CVPR 2024Navigating Beyond Dropout: An Intriguing Solution towards Generalizable Image Super Resolution
58. CVPR 2024NOPE: Novel Object Pose Estimation from a Single Image
59. CVPR 2024On Exact Inversion of DPM-Solvers
60. CVPR 2024PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor
61. CVPR 2024Person in Place: Generating Associative Skeleton-Guidance Maps for Human-Object Interaction Image Editing
62. CVPR 2024PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns
63. CVPR 2024PIGEON: Predicting Image Geolocations
64. CVPR 2024Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
65. CVPR 2024Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following
66. CVPR 2024Referring Image Editing: Object-level Image Editing via Referring Expressions
67. CVPR 2024Revisiting Single Image Reflection Removal In the Wild
68. CVPR 2024SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing
69. CVPR 2024SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image
70. CVPR 2024Shadow-Enlightened Image Outpainting
71. CVPR 2024SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds
72. CVPR 2024ShapeWalk: Compositional Shape Editing Through Language-Guided Chains
73. CVPR 2024SinSR: Diffusion-Based Image Super-Resolution in a Single Step
74. CVPR 2024SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models
75. CVPR 2024Splatter Image: Ultra-Fast Single-View 3D Reconstruction
76. CVPR 2024StrokeFaceNeRF: Stroke-based Facial Appearance Editing in Neural Radiance Field
77. CVPR 2024StyLitGAN: Image-Based Relighting via Latent Control
78. CVPR 2024Text-Driven Image Editing via Learnable Regions
79. CVPR 2024TextNeRF: A Novel Scene-Text Image Synthesis Method based on Neural Radiance Fields
80. CVPR 2024The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
81. CVPR 2024TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing
82. CVPR 2024Towards Backward-Compatible Continual Learning of Image Compression
83. CVPR 2024Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization
84. CVPR 2024Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
85. CVPR 2024UniHuman: A Unified Model For Editing Human Images in the Wild
86. CVPR 2024Universal Segmentation at Arbitrary Granularity with Language Instruction
87. CVPR 2024Unsupervised 3D Structure Inference from Category-Specific Image Collections
88. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
89. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
90. CVPR 2024ZONE: Zero-Shot Instruction-Guided Local Editing

FAQ

How many Image Editing papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

692 in total: 112 in 2023, 160 in 2024, 182 in 2025, 238 in 2026.

How many Image Editing papers are at NeurIPS 2026?

NeurIPS 2026 has 52 Image Editing papers, versus 45 the year before.

How many Image Editing papers are at ICLR 2026?

ICLR 2026 has 40 Image Editing papers, versus 29 the year before.

How many Image Editing papers are at ICML 2026?

ICML 2026 has 33 Image Editing papers, versus 11 the year before.

How many Image Editing papers are at CVPR 2026?

CVPR 2026 has 113 Image Editing papers, versus 97 the year before.

Which conference publishes the most Image Editing papers?

CVPR, with 364 papers from 2023 to 2026.