Storytelling Generation papers, 2023–2026

Key findings

• Storytelling Generation went from 4 papers in 2023 to 61 in 2026, roughly 15x in three years.
• NeurIPS publishes the most Storytelling Generation work: 33 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Text-to-Video: papers tagged with both rose from 0 in 2023 to 22 in 2026.
• Among the 5 topics under Multimodal Generation, it ranks #4 by 2026 paper count; the fastest grower in the group, Audio-Visual Generation, is up 3.7x versus 15x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026AdaPCLA: Curriculum Prior Internalization For Long-Tailed Longitudinal EHR Generation
• ICML 2026Controlled SDEs for Long-Horizon Motion Generation under Latent Decision Uncertainty
• ICLR 2026ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
• CVPR 2026Endless World Real-Time 3D-Aware Long Video Generation
• NeurIPS 2025Deep Compositional Phase Diffusion for Long Motion Sequence Generation
• ICML 2025TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
• ICLR 2025LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
• CVPR 2025FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
• NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
• ICML 2024Viewing Transformers Through the Lens of Long Convolutions Layers
• ICLR 2024Achieving Human Parity in Content-Grounded Datasets Generation
• CVPR 2024MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning
• NeurIPS 2023Unlimiformer: Long-Range Transformers with Unlimited Length Input
• ICLR 2023Long-Tailed Partial Label Learning via Dynamic Rebalancing
• CVPR 2023Relational Space-Time Query in Long-Form Videos
• NeurIPS 2026Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
• ICML 2026Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
• ICLR 2026LongLive: Real-time Interactive Long Video Generation
• CVPR 2026HoloCine Holistic Generation of Cinematic Multi-Shot Long Video Narratives
• NeurIPS 2025Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning

All Storytelling Generation papers

24 papers, page 1 of 1

1. CVPR 2025FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling
2. CVPR 2025FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
3. CVPR 2025Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
4. CVPR 2025LongDiff: Training-Free Long Video Generation in One Go
5. CVPR 2025Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
6. CVPR 2025MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
7. CVPR 2025Taming Teacher Forcing for Masked Autoregressive Video Generation
8. ICLR 2025LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
9. ICLR 2025LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
10. ICLR 2025MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
11. ICLR 2025MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
12. ICLR 2025One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
13. ICML 2025Long-Form Speech Generation with Spoken Language Models
14. ICML 2025Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
15. ICML 2025TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
16. NeurIPS 2025Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
17. NeurIPS 2025Deep Compositional Phase Diffusion for Long Motion Sequence Generation
18. NeurIPS 2025Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
19. NeurIPS 2025InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
20. NeurIPS 2025Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
21. NeurIPS 2025Precise Information Control in Long-Form Text Generation
22. NeurIPS 2025Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
23. NeurIPS 2025Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
24. NeurIPS 2025WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception

FAQ

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

100 in total: 4 in 2023, 11 in 2024, 24 in 2025, 61 in 2026.

How many Storytelling Generation papers are at NeurIPS 2026?

NeurIPS 2026 has 19 Storytelling Generation papers, versus 9 the year before.

How many Storytelling Generation papers are at ICLR 2026?

ICLR 2026 has 17 Storytelling Generation papers, versus 5 the year before.

How many Storytelling Generation papers are at ICML 2026?

ICML 2026 has 9 Storytelling Generation papers, versus 3 the year before.

How many Storytelling Generation papers are at CVPR 2026?

CVPR 2026 has 16 Storytelling Generation papers, versus 7 the year before.

Which conference publishes the most Storytelling Generation papers?

NeurIPS, with 33 papers from 2023 to 2026.