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

97 papers, page 2 of 2

51. CVPR 2025Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator
52. CVPR 2025Layered Image Vectorization via Semantic Simplification
53. CVPR 2025Learned Image Compression with Dictionary-based Entropy Model
54. CVPR 2025Learning Partonomic 3D Reconstruction from Image Collections
55. CVPR 2025Less is More: Efficient Image Vectorization with Adaptive Parameterization
56. CVPR 2025MagicQuill: An Intelligent Interactive Image Editing System
57. CVPR 2025MATCHA: Towards Matching Anything
58. CVPR 2025MINIMA: Modality Invariant Image Matching
59. CVPR 2025MoEdit: On Learning Quantity Perception for Multi-object Image Editing
60. CVPR 2025Multi-focal Conditioned Latent Diffusion for Person Image Synthesis
61. CVPR 2025Multirate Neural Image Compression with Adaptive Lattice Vector Quantization
62. CVPR 2025Navigating Image Restoration with VAR's Distribution Alignment Prior
63. CVPR 2025OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking
64. CVPR 2025Pathways on the Image Manifold: Image Editing via Video Generation
65. CVPR 2025Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy
66. CVPR 2025PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description
67. CVPR 2025PhysGen3D: Crafting a Miniature Interactive World from a Single Image
68. CVPR 2025PICD: Versatile Perceptual Image Compression with Diffusion Rendering
69. CVPR 2025PrEditor3D: Fast and Precise 3D Shape Editing
70. CVPR 2025Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing
71. CVPR 2025Probability Density Geodesics in Image Diffusion Latent Space
72. CVPR 2025PS-Diffusion: Photorealistic Subject-Driven Image Editing with Disentangled Control and Attention
73. CVPR 2025QMambaBSR: Burst Image Super-Resolution with Query State Space Model
74. CVPR 2025RealEdit: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations
75. CVPR 2025Reference-Based 3D-Aware Image Editing with Triplanes
76. CVPR 2025ScribbleLight: Single Image Indoor Relighting with Scribbles
77. CVPR 2025Stable Flow: Vital Layers for Training-Free Image Editing
78. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
79. CVPR 2025SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
80. CVPR 2025Targeted Forgetting of Image Subgroups in CLIP Models
81. CVPR 2025Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution
82. CVPR 2025Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction
83. CVPR 2025The Power of Context: How Multimodality Improves Image Super-Resolution
84. CVPR 2025Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
85. CVPR 2025Towards All-in-One Medical Image Re-Identification
86. CVPR 2025Towards In-the-wild 3D Plane Reconstruction from a Single Image
87. CVPR 2025Towards Scalable Human-aligned Benchmark for Text-guided Image Editing
88. CVPR 2025UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
89. CVPR 2025UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics
90. CVPR 2025Unity in Diversity: Video Editing via Gradient-Latent Purification
91. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
92. CVPR 2025Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing
93. CVPR 2025VideoDirector: Precise Video Editing via Text-to-Video Models
94. CVPR 2025VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors
95. CVPR 2025Visual Prompting for One-shot Controllable Video Editing without Inversion
96. CVPR 2025Visual Representation Learning through Causal Intervention for Controllable Image Editing
97. CVPR 2025Your ViT is Secretly an Image Segmentation Model

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.