Image Generation papers, 2023–2026

Key findings

• Image Generation went from 780 papers in 2023 to 1,721 in 2026, roughly 2.2x in three years.
• CVPR publishes the most Image Generation work: 2,262 papers from 2023 to 2026, 44% of the four-venue total.
• The fastest-growing overlap is with Deep learning · generative models and autoencoders: papers tagged with both rose from 35 in 2023 to 150 in 2026.
• Among the 5 topics under Computer Vision, it ranks #1 by 2026 paper count; the fastest grower in the group, Video Understanding, is up 2.6x versus 2.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
• ICML 2026Klein Hyperbolic Metric Learning
• ICLR 2026A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
• CVPR 2026Adaptive Learned Image Compression with Graph Neural Networks
• NeurIPS 2025Alchemist: Turning Public Text-to-Image Data into Generative Gold
• ICML 2025BiMark: Unbiased Multilayer Watermarking for Large Language Models
• ICLR 2025Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
• CVPR 2025A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition
• NeurIPS 2024Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
• ICML 2024Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
• ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
• CVPR 2024DemoCaricature: Democratising Caricature Generation with a Rough Sketch
• NeurIPS 20234D Panoptic Scene Graph Generation
• ICML 2023Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
• ICLR 2023Accurate Image Restoration with Attention Retractable Transformer
• CVPR 20233D GAN Inversion With Facial Symmetry Prior
• NeurIPS 2026A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
• ICML 2026Noisy-Channel Minimum Bayes Risk Decoding
• ICLR 2026All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
• CVPR 2026AIMDepth Asymmetric Image-Event Mamba for Monocular Depth Estimation

All Image Generation papers

780 papers, page 4 of 16

151. CVPR 2023HouseDiffusion: Vector Floorplan Generation via a Diffusion Model With Discrete and Continuous Denoising
152. CVPR 2023HRDFuse: Monocular 360deg Depth Estimation by Collaboratively Learning Holistic-With-Regional Depth Distributions
153. CVPR 2023Human Guided Ground-Truth Generation for Realistic Image Super-Resolution
154. CVPR 2023Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes
155. CVPR 2023I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
156. CVPR 2023iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition
157. CVPR 2023Identity-Preserving Talking Face Generation With Landmark and Appearance Priors
158. CVPR 2023IFSeg: Image-Free Semantic Segmentation via Vision-Language Model
159. CVPR 2023Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes
160. CVPR 2023Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks
161. CVPR 2023Image Cropping With Spatial-Aware Feature and Rank Consistency
162. CVPR 2023Image Quality-Aware Diagnosis via Meta-Knowledge Co-Embedding
163. CVPR 2023Image Super-Resolution Using T-Tetromino Pixels
164. CVPR 2023ImageBind: One Embedding Space To Bind Them All
165. CVPR 2023Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting
166. CVPR 2023Imagic: Text-Based Real Image Editing With Diffusion Models
167. CVPR 2023Implicit Neural Head Synthesis via Controllable Local Deformation Fields
168. CVPR 2023Improving Image Recognition by Retrieving From Web-Scale Image-Text Data
169. CVPR 2023Improving the Transferability of Adversarial Samples by Path-Augmented Method
170. CVPR 2023Improving Vision-and-Language Navigation by Generating Future-View Image Semantics
171. CVPR 2023Inferring and Leveraging Parts From Object Shape for Improving Semantic Image Synthesis
172. CVPR 2023Infinite Photorealistic Worlds Using Procedural Generation
173. CVPR 2023Initialization Noise in Image Gradients and Saliency Maps
174. CVPR 2023InstructPix2Pix: Learning To Follow Image Editing Instructions
175. CVPR 2023Interactive and Explainable Region-Guided Radiology Report Generation
176. CVPR 2023Inversion-Based Style Transfer With Diffusion Models
177. CVPR 2023IS-GGT: Iterative Scene Graph Generation With Generative Transformers
178. CVPR 2023KD-DLGAN: Data Limited Image Generation via Knowledge Distillation
179. CVPR 2023KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation
180. CVPR 2023LANA: A Language-Capable Navigator for Instruction Following and Generation
181. CVPR 2023Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
182. CVPR 2023LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
183. CVPR 2023Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures
184. CVPR 2023LayoutDiffusion: Controllable Diffusion Model for Layout-to-Image Generation
185. CVPR 2023LayoutDM: Discrete Diffusion Model for Controllable Layout Generation
186. CVPR 2023LayoutDM: Transformer-Based Diffusion Model for Layout Generation
187. CVPR 2023LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
188. CVPR 2023Learned Image Compression With Mixed Transformer-CNN Architectures
189. CVPR 2023Learning 3D Representations From 2D Pre-Trained Models via Image-to-Point Masked Autoencoders
190. CVPR 2023Learning 3D-Aware Image Synthesis With Unknown Pose Distribution
191. CVPR 2023Learning a Simple Low-Light Image Enhancer From Paired Low-Light Instances
192. CVPR 2023Learning a Sparse Transformer Network for Effective Image Deraining
193. CVPR 2023Learning Adaptive Dense Event Stereo From the Image Domain
194. CVPR 2023Learning Bottleneck Concepts in Image Classification
195. CVPR 2023Learning Compact Representations for LiDAR Completion and Generation
196. CVPR 2023Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis From Monocular Image
197. CVPR 2023Learning Distortion Invariant Representation for Image Restoration From a Causality Perspective
198. CVPR 2023Learning Generative Structure Prior for Blind Text Image Super-Resolution
199. CVPR 2023Learning Partial Correlation Based Deep Visual Representation for Image Classification
200. CVPR 2023Learning Semantic Relationship Among Instances for Image-Text Matching

FAQ

How many Image Generation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

5,184 in total: 780 in 2023, 1,216 in 2024, 1,467 in 2025, 1,721 in 2026.

How many Image Generation papers are at NeurIPS 2026?

NeurIPS 2026 has 453 Image Generation papers, versus 430 the year before.

How many Image Generation papers are at ICLR 2026?

ICLR 2026 has 349 Image Generation papers, versus 278 the year before.

How many Image Generation papers are at ICML 2026?

ICML 2026 has 230 Image Generation papers, versus 147 the year before.

How many Image Generation papers are at CVPR 2026?

CVPR 2026 has 689 Image Generation papers, versus 612 the year before.

Which conference publishes the most Image Generation papers?

CVPR, with 2,262 papers from 2023 to 2026.