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

5,184 papers, page 51 of 104

2501. ICLR 2025Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models
2502. ICLR 2025Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better
2503. ICLR 2025LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
2504. ICLR 2025Local Patterns Generalize Better for Novel Anomalies
2505. ICLR 2025Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection
2506. ICLR 2025Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
2507. ICLR 2025MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation
2508. ICLR 2025MagicPIG: LSH Sampling for Efficient LLM Generation
2509. ICLR 2025MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
2510. ICLR 2025MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval
2511. ICLR 2025Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
2512. ICLR 2025Measuring And Improving Engagement of Text-to-Image Generation Models
2513. ICLR 2025Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
2514. ICLR 2025MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
2515. ICLR 2025Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid
2516. ICLR 2025Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models
2517. ICLR 2025MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
2518. ICLR 2025Morphing Tokens Draw Strong Masked Image Models
2519. ICLR 2025MotionClone: Training-Free Motion Cloning for Controllable Video Generation
2520. ICLR 2025MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance
2521. ICLR 2025Multi-Reward as Condition for Instruction-based Image Editing
2522. ICLR 2025Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability
2523. ICLR 2025Natural Language Inference Improves Compositionality in Vision-Language Models
2524. ICLR 2025Neural networks on Symmetric Spaces of Noncompact Type
2525. ICLR 2025Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
2526. ICLR 2025OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes
2527. ICLR 2025OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
2528. ICLR 2025OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
2529. ICLR 2025On Disentangled Training for Nonlinear Transform in Learned Image Compression
2530. ICLR 2025One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs
2531. ICLR 2025One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
2532. ICLR 2025OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
2533. ICLR 2025Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
2534. ICLR 2025PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
2535. ICLR 2025PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
2536. ICLR 2025Periodic Materials Generation using Text-Guided Joint Diffusion Model
2537. ICLR 2025Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
2538. ICLR 2025PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
2539. ICLR 2025PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
2540. ICLR 2025PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
2541. ICLR 2025Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation
2542. ICLR 2025Precise Parameter Localization for Textual Generation in Diffusion Models
2543. ICLR 2025Probabilistic Language-Image Pre-Training
2544. ICLR 2025Progressive Compositionality in Text-to-Image Generative Models
2545. ICLR 2025ProtPainter: Draw or Drag Protein via Topology-guided Diffusion
2546. ICLR 2025PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task
2547. ICLR 2025Ranking-aware adapter for text-driven image ordering with CLIP
2548. ICLR 2025Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
2549. ICLR 2025Real2Code: Reconstruct Articulated Objects via Code Generation
2550. ICLR 2025RecDreamer: Consistent Text-to-3D Generation via Uniform Score Distillation

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.