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

1,371 papers, page 19 of 28

901. NeurIPS 2024Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
902. NeurIPS 2024An Image is Worth 32 Tokens for Reconstruction and Generation
903. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
904. NeurIPS 2024APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
905. NeurIPS 2024Architect: Generating Vivid and Interactive 3D Scenes with Hierarchical 2D Inpainting
906. NeurIPS 2024ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
907. NeurIPS 2024AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
908. NeurIPS 2024Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
909. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
910. NeurIPS 2024Attack-Resilient Image Watermarking Using Stable Diffusion
911. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
912. NeurIPS 2024Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI
913. NeurIPS 2024Autoregressive Image Generation without Vector Quantization
914. NeurIPS 2024Benchmarking Counterfactual Image Generation
915. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
916. NeurIPS 2024Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency
917. NeurIPS 2024Binarized Diffusion Model for Image Super-Resolution
918. NeurIPS 2024BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
919. NeurIPS 2024BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
920. NeurIPS 2024BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval
921. NeurIPS 2024Blind Image Restoration via Fast Diffusion Inversion
922. NeurIPS 2024Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
923. NeurIPS 2024Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
924. NeurIPS 2024CAT3D: Create Anything in 3D with Multi-View Diffusion Models
925. NeurIPS 2024Categorical Flow Matching on Statistical Manifolds
926. NeurIPS 2024Causal Context Adjustment Loss for Learned Image Compression
927. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
928. NeurIPS 2024CigTime: Corrective Instruction Generation Through Inverse Motion Editing
929. NeurIPS 2024CNCA: Toward Customizable and Natural Generation of Adversarial Camouflage for Vehicle Detectors
930. NeurIPS 2024ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation
931. NeurIPS 2024Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
932. NeurIPS 2024CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
933. NeurIPS 2024ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
934. NeurIPS 2024Conditional Controllable Image Fusion
935. NeurIPS 2024Conditional Synthesis of 3D Molecules with Time Correction Sampler
936. NeurIPS 2024Consistency Diffusion Bridge Models
937. NeurIPS 2024Constant Acceleration Flow
938. NeurIPS 2024Constrained Diffusion with Trust Sampling
939. NeurIPS 2024ContextCite: Attributing Model Generation to Context
940. NeurIPS 2024CosAE: Learnable Fourier Series for Image Restoration
941. NeurIPS 2024COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
942. NeurIPS 2024Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
943. NeurIPS 2024CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy
944. NeurIPS 2024Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance
945. NeurIPS 2024CV-VAE: A Compatible Video VAE for Latent Generative Video Models
946. NeurIPS 2024Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
947. NeurIPS 2024DataComp-LM: In search of the next generation of training sets for language models
948. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
949. NeurIPS 2024Dealing with Synthetic Data Contamination in Online Continual Learning
950. NeurIPS 2024DeBaRA: Denoising-Based 3D Room Arrangement Generation

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.