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 9 of 14

401. NeurIPS 2025Model Editing for Vision Transformers
402. NeurIPS 2025NEP: Autoregressive Image Editing via Next Editing Token Prediction
403. NeurIPS 2025Neural-Driven Image Editing
404. NeurIPS 2025One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
405. NeurIPS 2025PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
406. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
407. NeurIPS 2025Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
408. NeurIPS 2025Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
409. NeurIPS 2025PIVNO: Particle Image Velocimetry Neural Operator
410. NeurIPS 2025PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
411. NeurIPS 2025Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
412. NeurIPS 2025Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
413. NeurIPS 2025Rethinking Residual Distribution in Locate-then-Edit Model Editing
414. NeurIPS 2025Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
415. NeurIPS 2025Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
416. NeurIPS 2025SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
417. NeurIPS 2025Stratify or Die: Rethinking Data Splits in Image Segmentation
418. NeurIPS 2025Towards Reliable Identification of Diffusion-based Image Manipulations
419. NeurIPS 2025Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
420. NeurIPS 2025VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
421. CVPR 20243D-Aware Face Editing via Warping-Guided Latent Direction Learning
422. CVPR 2024AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring
423. CVPR 2024Anatomically Constrained Implicit Face Models
424. CVPR 2024AnyDoor: Zero-shot Object-level Image Customization
425. CVPR 2024Automatic Controllable Colorization via Imagination
426. CVPR 2024Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
427. CVPR 2024BiTT: Bi-directional Texture Reconstruction of Interacting Two Hands from a Single Image
428. CVPR 2024Blind Image Quality Assessment Based on Geometric Order Learning
429. CVPR 2024Boosting Image Restoration via Priors from Pre-trained Models
430. CVPR 2024Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
431. CVPR 2024CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
432. CVPR 2024ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
433. CVPR 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
434. CVPR 2024CoralSCOP: Segment any COral Image on this Planet
435. CVPR 2024Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training
436. CVPR 2024Describing Differences in Image Sets with Natural Language
437. CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
438. CVPR 2024Distilling Semantic Priors from SAM to Efficient Image Restoration Models
439. CVPR 2024Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing
440. CVPR 2024DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks
441. CVPR 2024Doubly Abductive Counterfactual Inference for Text-based Image Editing
442. CVPR 2024Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
443. CVPR 2024DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
444. CVPR 2024DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization
445. CVPR 2024Edit One for All: Interactive Batch Image Editing
446. CVPR 2024Emu Edit: Precise Image Editing via Recognition and Generation Tasks
447. CVPR 2024Estimating Extreme 3D Image Rotations using Cascaded Attention
448. CVPR 2024FlowIE: Efficient Image Enhancement via Rectified Flow
449. CVPR 2024Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation
450. CVPR 2024Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification

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.