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

33 papers, page 1 of 1

1. ICML 2026AdaEraser: Training-Free Object Removal via Adaptive Attention Suppression
2. ICML 2026AdLift: Lifting Adversarial Perturbations to Safeguard 3D Gaussian Splatting Assets Against Instruction-Driven Editing
3. ICML 2026Alterbute: Editing Intrinsic Attributes of Objects in Images
4. ICML 2026B-Spar: Bayesian Sparse-Reward Modeling for RL-based Image Editing
5. ICML 2026CacheEdit: Efficient Multi-round Image Editing via Adaptive Token-wise Reuse.
6. ICML 2026ChartE$^{3}$: A Comprehensive Benchmark for End-to-End Chart Editing
7. ICML 2026CoCoEdit: Content-Consistent Image Editing via Region Regularized Reinforcement Learning
8. ICML 2026DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing
9. ICML 2026DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model
10. ICML 2026Entropy-Aware Dynamic KV Cache Sparsification for Autoregressive Image Generation and Editing
11. ICML 2026From Backward Spreading to Forward Replay: Revisiting Target Construction in LLM Parameter Editing
12. ICML 2026From Statics to Dynamics: Physics-Aware Image Editing with Latent Transition Priors
13. ICML 2026Geometrically Constrained Stenosis Editing in Coronary Angiography via Entropic Optimal Transport
14. ICML 2026Image Restoration via Diffusion Models with Dynamic Resolution
15. ICML 2026Klein Hyperbolic Metric Learning
16. ICML 2026MICE-Bench: A Challenging and Comprehensive Benchmark for Multi-Reference Image Creation and Editing
17. ICML 2026MiVE: Multiscale Vision-language features for reference-guided video Editing
18. ICML 2026Order within Chaos: Capturing Intrinsic Energy Anomalies for AI-Manipulated Image Forgery Localization
19. ICML 2026Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning
20. ICML 2026RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition
21. ICML 2026Semantic Editing with Coupled Stochastic Differential Equations
22. ICML 2026Semantic Granularity Navigation in Image Editing
23. ICML 2026Shifting the Breaking Point of Flow Matching for Multi-Instance Editing
24. ICML 2026SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion
25. ICML 2026Sparse Relaxed-Lasso Steering: Automatic Sparse Autoencoder Feature Selection for Precise Image Editing
26. ICML 2026StableI2I: Spotting Unintended Changes in Image-to-Image Transition
27. ICML 2026StyleDistillation: A New Insight of Image Style Enables Personalized Aesthetic Manipulation
28. ICML 2026T-Edit: Triple-Branch Diffusion Anchoring for Consistent Editing
29. ICML 2026Test-Time Anchoring for Discrete Diffusion Posterior Sampling
30. ICML 2026Towards Diffeomorphism-Equivariant Neural Networks via Canonicalization
31. ICML 2026TransLight: Image-Guided Customized Lighting Control with Generative Decoupling
32. ICML 2026Unpaired Visual Editing with Self-Consistent Flow Matching
33. ICML 2026When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models

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.