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

112 papers, page 2 of 3

51. CVPR 2023Scaling Up GANs for Text-to-Image Synthesis
52. CVPR 2023SIEDOB: Semantic Image Editing by Disentangling Object and Background
53. CVPR 2023SINE: Semantic-Driven Image-Based NeRF Editing With Prior-Guided Editing Field
54. CVPR 2023SINE: SINgle Image Editing With Text-to-Image Diffusion Models
55. CVPR 2023Single Image Backdoor Inversion via Robust Smoothed Classifiers
56. CVPR 2023Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image
57. CVPR 2023StyleRes: Transforming the Residuals for Real Image Editing With StyleGAN
58. CVPR 2023Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation
59. CVPR 2023UMat: Uncertainty-Aware Single Image High Resolution Material Capture
60. CVPR 2023Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
61. CVPR 2023Unpaired Image-to-Image Translation With Shortest Path Regularization
62. CVPR 2023VIVE3D: Viewpoint-Independent Video Editing Using 3D-Aware GANs
63. CVPR 2023WeatherStream: Light Transport Automation of Single Image Deweathering
64. CVPR 2023You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement
65. ICLR 2023Active Image Indexing
66. ICLR 2023DiffEdit: Diffusion-based semantic image editing with mask guidance
67. ICLR 2023Diffusion Models Already Have A Semantic Latent Space
68. ICLR 2023Editing models with task arithmetic
69. ICLR 2023Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
70. ICLR 2023Image as Set of Points
71. ICLR 2023Interactive Portrait Harmonization
72. ICLR 2023Mass-Editing Memory in a Transformer
73. ICLR 2023Neural Groundplans: Persistent Neural Scene Representations from a Single Image
74. ICLR 2023Neural Implicit Shape Editing using Boundary Sensitivity
75. ICLR 2023PaLI: A Jointly-Scaled Multilingual Language-Image Model
76. ICLR 2023PEER: A Collaborative Language Model
77. ICLR 2023Prompt-to-Prompt Image Editing with Cross-Attention Control
78. ICLR 2023The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
79. ICLR 2023Transformer-Patcher: One Mistake Worth One Neuron
80. ICML 2023Data Representations' Study of Latent Image Manifolds
81. ICML 2023Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations
82. ICML 2023I$^2$SB: Image-to-Image Schrödinger Bridge
83. ICML 2023Image Restoration with Mean-Reverting Stochastic Differential Equations
84. ICML 2023Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression
85. ICML 2023Raising the Cost of Malicious AI-Powered Image Editing
86. ICML 2023Random Shuffle Transformer for Image Restoration
87. ICML 2023Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
88. NeurIPS 2023A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
89. NeurIPS 2023A Unified Conditional Framework for Diffusion-based Image Restoration
90. NeurIPS 2023ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
91. NeurIPS 2023Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
92. NeurIPS 2023Collaborative Score Distillation for Consistent Visual Editing
93. NeurIPS 2023Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
94. NeurIPS 2023Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
95. NeurIPS 2023Diffusion Self-Guidance for Controllable Image Generation
96. NeurIPS 2023Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
97. NeurIPS 2023Emergent Correspondence from Image Diffusion
98. NeurIPS 2023Idempotent Learned Image Compression with Right-Inverse
99. NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
100. NeurIPS 2023MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image 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.