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

612 papers, page 12 of 13

551. CVPR 2025TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
552. CVPR 2025Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
553. CVPR 2025Towards All-in-One Medical Image Re-Identification
554. CVPR 2025Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
555. CVPR 2025Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text
556. CVPR 2025Towards In-the-wild 3D Plane Reconstruction from a Single Image
557. CVPR 2025Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark
558. CVPR 2025Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
559. CVPR 2025Towards Scalable Human-aligned Benchmark for Text-guided Image Editing
560. CVPR 2025Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
561. CVPR 2025Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation
562. CVPR 2025Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
563. CVPR 2025Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
564. CVPR 2025Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis
565. CVPR 2025TransPixeler: Advancing Text-to-Video Generation with Transparency
566. CVPR 2025TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing
567. CVPR 2025TSD-SR: One-Step Diffusion with Target Score Distillation for Real-World Image Super-Resolution
568. CVPR 2025TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond
569. CVPR 2025Turbo3D: Ultra-fast Text-to-3D Generation
570. CVPR 2025TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting
571. CVPR 2025Type-R: Automatically Retouching Typos for Text-to-Image Generation
572. CVPR 2025UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts
573. CVPR 2025Unbiased Video Scene Graph Generation via Visual and Semantic Dual Debiasing
574. CVPR 2025Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model
575. CVPR 2025UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
576. CVPR 2025UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing
577. CVPR 2025UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics
578. CVPR 2025UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
579. CVPR 2025UniScene: Unified Occupancy-centric Driving Scene Generation
580. CVPR 2025Universal Scene Graph Generation
581. CVPR 2025Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
582. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
583. CVPR 2025Unseen Visual Anomaly Generation
584. CVPR 2025Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing
585. CVPR 2025URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration
586. CVPR 2025Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing
587. CVPR 2025USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting
588. CVPR 2025Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
589. CVPR 2025VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
590. CVPR 2025VerbDiff: Text-Only Diffusion Models with Enhanced Interaction Awareness
591. CVPR 2025ViiNeuS: Volumetric Initialization for Implicit Neural Surface Reconstruction of Urban Scenes with Limited Image Overlap
592. CVPR 2025VIRES: Video Instance Repainting via Sketch and Text Guided Generation
593. CVPR 2025Visual Lexicon: Rich Image Features in Language Space
594. CVPR 2025Visual Representation Learning through Causal Intervention for Controllable Image Editing
595. CVPR 2025Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
596. CVPR 2025VLOGGER: Multimodal Diffusion for Embodied Avatar Synthesis
597. CVPR 2025VODiff: Controlling Object Visibility Order in Text-to-Image Generation
598. CVPR 2025VolFormer: Explore More Comprehensive Cube Interaction for Hyperspectral Image Restoration and Beyond
599. CVPR 2025Watermarking One for All: A Robust Watermarking Scheme Against Partial Image Theft
600. CVPR 2025What's in the Image? A Deep-Dive into the Vision of Vision Language Models

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.