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

155 papers, page 3 of 4

101. NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
102. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
103. NeurIPS 2024DisCEdit: Model Editing by Identifying Discriminative Components
104. NeurIPS 2024Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
105. NeurIPS 2024DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
106. NeurIPS 2024Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
107. NeurIPS 2024FastDrag: Manipulate Anything in One Step
108. NeurIPS 2024GFlowNet Assisted Biological Sequence Editing
109. NeurIPS 2024HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
110. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
111. NeurIPS 2024I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
112. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
113. NeurIPS 2024Interpreting the Weight Space of Customized Diffusion Models
114. NeurIPS 2024Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
115. NeurIPS 2024Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
116. NeurIPS 2024MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing
117. NeurIPS 2024NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
118. NeurIPS 2024Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
119. NeurIPS 2024ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping
120. NeurIPS 2024Provable Editing of Deep Neural Networks using Parametric Linear Relaxation
121. NeurIPS 2024Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
122. NeurIPS 2024Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing
123. NeurIPS 2024Single Image Reflection Separation via Dual-Stream Interactive Transformers
124. NeurIPS 2024Soft Superpixel Neighborhood Attention
125. NeurIPS 2024TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
126. NeurIPS 2024Towards Editing Time Series
127. NeurIPS 2024Towards Safe Concept Transfer of Multi-Modal Diffusion via Causal Representation Editing
128. NeurIPS 2024UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
129. NeurIPS 2024VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark
130. NeurIPS 2024Zero-shot Image Editing with Reference Imitation
131. NeurIPS 2023A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
132. NeurIPS 2023A Unified Conditional Framework for Diffusion-based Image Restoration
133. NeurIPS 2023ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
134. NeurIPS 2023Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
135. NeurIPS 2023Collaborative Score Distillation for Consistent Visual Editing
136. NeurIPS 2023Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
137. NeurIPS 2023Detection Based Part-level Articulated Object Reconstruction from Single RGBD Image
138. NeurIPS 2023Diffusion Self-Guidance for Controllable Image Generation
139. NeurIPS 2023Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
140. NeurIPS 2023Emergent Correspondence from Image Diffusion
141. NeurIPS 2023Idempotent Learned Image Compression with Right-Inverse
142. NeurIPS 2023ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
143. NeurIPS 2023MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
144. NeurIPS 2023Neural Lighting Simulation for Urban Scenes
145. NeurIPS 2023OBJECT 3DIT: Language-guided 3D-aware Image Editing
146. NeurIPS 2023Optimal Transport-Guided Conditional Score-Based Diffusion Model
147. NeurIPS 2023PHOTOSWAP: Personalized Subject Swapping in Images
148. NeurIPS 2023PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
149. NeurIPS 2023Real-World Image Variation by Aligning Diffusion Inversion Chain
150. NeurIPS 2023Reproducibility Study of ”CartoonX: Cartoon Explanations of Image Classifiers”

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.