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

692 papers, page 11 of 14

501. CVPR 2024TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing
502. CVPR 2024Towards Backward-Compatible Continual Learning of Image Compression
503. CVPR 2024Towards High-fidelity Artistic Image Vectorization via Texture-Encapsulated Shape Parameterization
504. CVPR 2024Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing
505. CVPR 2024UniHuman: A Unified Model For Editing Human Images in the Wild
506. CVPR 2024Universal Segmentation at Arbitrary Granularity with Language Instruction
507. CVPR 2024Unsupervised 3D Structure Inference from Category-Specific Image Collections
508. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
509. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
510. CVPR 2024ZONE: Zero-Shot Instruction-Guided Local Editing
511. ICLR 2024BadEdit: Backdooring Large Language Models by Model Editing
512. ICLR 2024Circumventing Concept Erasure Methods For Text-To-Image Generative Models
513. ICLR 2024Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
514. ICLR 2024DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
515. ICLR 2024DreamClean: Restoring Clean Image Using Deep Diffusion Prior
516. ICLR 2024ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
517. ICLR 2024Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
518. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
519. ICLR 2024From Posterior Sampling to Meaningful Diversity in Image Restoration
520. ICLR 2024Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
521. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
522. ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
523. ICLR 2024Image Inpainting via Tractable Steering of Diffusion Models
524. ICLR 2024Image Translation as Diffusion Visual Programmers
525. ICLR 2024InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
526. ICLR 2024Less is More: Fewer Interpretable Region via Submodular Subset Selection
527. ICLR 2024Massive Editing for Large Language Models via Meta Learning
528. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
529. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
530. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
531. ICLR 2024PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
532. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
533. ICLR 2024The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
534. ICLR 2024Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
535. ICML 2024Compositional Image Decomposition with Diffusion Models
536. ICML 2024Counterfactual Image Editing
537. ICML 2024Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
538. ICML 2024Image Clustering with External Guidance
539. ICML 2024Lightweight Image Super-Resolution via Flexible Meta Pruning
540. ICML 2024MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
541. ICML 2024Neighboring Perturbations of Knowledge Editing on Large Language Models
542. ICML 2024On Mechanistic Knowledge Localization in Text-to-Image Generative Models
543. ICML 2024Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
544. ICML 2024Position: What makes an image realistic?
545. ICML 2024Scalable Pre-training of Large Autoregressive Image Models
546. ICML 2024Scale-Free Image Keypoints Using Differentiable Persistent Homology
547. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
548. NeurIPS 2024Benchmarking Counterfactual Image Generation
549. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
550. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation

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.