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

108 papers, page 2 of 3

51. ICLR 2025Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
52. ICLR 2025GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion
53. ICLR 2025Generalized Consistency Trajectory Models for Image Manipulation
54. ICLR 2025GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models
55. ICLR 2025HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
56. ICLR 2025InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation
57. ICLR 2025InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences
58. ICLR 2025IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
59. ICLR 2025Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models
60. ICLR 2025MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
61. ICLR 2025Multi-Reward as Condition for Instruction-based Image Editing
62. ICLR 2025OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
63. ICLR 2025Perturbation-Restrained Sequential Model Editing
64. ICLR 2025PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing
65. ICLR 2025Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances
66. ICLR 2025Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
67. ICLR 2025Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
68. ICLR 2025ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge
69. ICLR 2025Uncovering Overfitting in Large Language Model Editing
70. ICLR 2024BadEdit: Backdooring Large Language Models by Model Editing
71. ICLR 2024Circumventing Concept Erasure Methods For Text-To-Image Generative Models
72. ICLR 2024Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
73. ICLR 2024DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
74. ICLR 2024DreamClean: Restoring Clean Image Using Deep Diffusion Prior
75. ICLR 2024ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
76. ICLR 2024Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
77. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
78. ICLR 2024From Posterior Sampling to Meaningful Diversity in Image Restoration
79. ICLR 2024Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
80. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
81. ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
82. ICLR 2024Image Inpainting via Tractable Steering of Diffusion Models
83. ICLR 2024Image Translation as Diffusion Visual Programmers
84. ICLR 2024InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
85. ICLR 2024Less is More: Fewer Interpretable Region via Submodular Subset Selection
86. ICLR 2024Massive Editing for Large Language Models via Meta Learning
87. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
88. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
89. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
90. ICLR 2024PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
91. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
92. ICLR 2024The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
93. ICLR 2024Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
94. ICLR 2023Active Image Indexing
95. ICLR 2023DiffEdit: Diffusion-based semantic image editing with mask guidance
96. ICLR 2023Diffusion Models Already Have A Semantic Latent Space
97. ICLR 2023Editing models with task arithmetic
98. ICLR 2023Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
99. ICLR 2023Image as Set of Points
100. ICLR 2023Interactive Portrait Harmonization

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.