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

160 papers, page 3 of 4

101. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
102. ICLR 2024Guiding Instruction-based Image Editing via Multimodal Large Language Models
103. ICLR 2024Image Inpainting via Tractable Steering of Diffusion Models
104. ICLR 2024Image Translation as Diffusion Visual Programmers
105. ICLR 2024InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
106. ICLR 2024Less is More: Fewer Interpretable Region via Submodular Subset Selection
107. ICLR 2024Massive Editing for Large Language Models via Meta Learning
108. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
109. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
110. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
111. ICLR 2024PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
112. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
113. ICLR 2024The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
114. ICLR 2024Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
115. ICML 2024Compositional Image Decomposition with Diffusion Models
116. ICML 2024Counterfactual Image Editing
117. ICML 2024Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
118. ICML 2024Image Clustering with External Guidance
119. ICML 2024Lightweight Image Super-Resolution via Flexible Meta Pruning
120. ICML 2024MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
121. ICML 2024Neighboring Perturbations of Knowledge Editing on Large Language Models
122. ICML 2024On Mechanistic Knowledge Localization in Text-to-Image Generative Models
123. ICML 2024Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
124. ICML 2024Position: What makes an image realistic?
125. ICML 2024Scalable Pre-training of Large Autoregressive Image Models
126. ICML 2024Scale-Free Image Keypoints Using Differentiable Persistent Homology
127. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
128. NeurIPS 2024Benchmarking Counterfactual Image Generation
129. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
130. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
131. NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
132. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
133. NeurIPS 2024DisCEdit: Model Editing by Identifying Discriminative Components
134. NeurIPS 2024Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
135. NeurIPS 2024DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
136. NeurIPS 2024Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
137. NeurIPS 2024FastDrag: Manipulate Anything in One Step
138. NeurIPS 2024GFlowNet Assisted Biological Sequence Editing
139. NeurIPS 2024HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
140. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
141. NeurIPS 2024I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
142. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
143. NeurIPS 2024Interpreting the Weight Space of Customized Diffusion Models
144. NeurIPS 2024Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
145. NeurIPS 2024Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
146. NeurIPS 2024MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
147. NeurIPS 2024NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
148. NeurIPS 2024Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
149. NeurIPS 2024ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
150. NeurIPS 2024Provable Editing of Deep Neural Networks using Parametric Linear Relaxation

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.