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

182 papers, page 4 of 4

151. NeurIPS 2025Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
152. NeurIPS 2025Enhancing Consistency of Flow-Based Image Editing through Kalman Control
153. NeurIPS 2025Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
154. NeurIPS 2025Exploring Diffusion Transformer Designs via Grafting
155. NeurIPS 2025FRN: Fractal-Based Recursive Spectral Reconstruction Network
156. NeurIPS 2025FSI-Edit: Frequency and Stochasticity Injection for Flexible Diffusion-Based Image Editing
157. NeurIPS 2025Image Editing As Programs with Diffusion Models
158. NeurIPS 2025Image Token Matters: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
159. NeurIPS 2025ImgEdit: A Unified Image Editing Dataset and Benchmark
160. NeurIPS 2025InstructRestore: Region-Customized Image Restoration with Human Instructions
161. NeurIPS 2025KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
162. NeurIPS 2025LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers
163. NeurIPS 2025Model Editing for Vision Transformers
164. NeurIPS 2025NEP: Autoregressive Image Editing via Next Editing Token Prediction
165. NeurIPS 2025Neural-Driven Image Editing
166. NeurIPS 2025One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
167. NeurIPS 2025PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
168. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
169. NeurIPS 2025Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
170. NeurIPS 2025Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
171. NeurIPS 2025PIVNO: Particle Image Velocimetry Neural Operator
172. NeurIPS 2025PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
173. NeurIPS 2025Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
174. NeurIPS 2025Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
175. NeurIPS 2025Rethinking Residual Distribution in Locate-then-Edit Model Editing
176. NeurIPS 2025Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
177. NeurIPS 2025Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
178. NeurIPS 2025SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
179. NeurIPS 2025Stratify or Die: Rethinking Data Splits in Image Segmentation
180. NeurIPS 2025Towards Reliable Identification of Diffusion-based Image Manipulations
181. NeurIPS 2025Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
182. NeurIPS 2025VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions

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.