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

61 papers, page 1 of 2

1. CVPR 2026Adaptive Auxiliary Prompt Blending for Target-Faithful Diffusion Generation
2. CVPR 2026Decision Boundary-aware Generation for Long-tailed Learning
3. CVPR 2026Endless World Real-Time 3D-Aware Long Video Generation
4. CVPR 2026Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction
5. CVPR 2026HoloCine Holistic Generation of Cinematic Multi-Shot Long Video Narratives
6. CVPR 2026Infinity-RoPE Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout
7. CVPR 2026Learning Long-term Motion Embeddings for Efficient Kinematics Generation
8. CVPR 2026LoL Longer than Longer Scaling Video Generation to Hour
9. CVPR 2026Long-SCOPE Fully Sparse Long-Range Cooperative 3D Perception
10. CVPR 2026MANSION Multi-floor lANguage-to-3D Scene generatIOn for loNg-horizon tasks
11. CVPR 2026OneStory Coherent Multi-Shot Video Generation with Adaptive Memory
12. CVPR 2026PerpetualWonder Long-horizon Action-conditioned 4D Scene Generation
13. CVPR 2026Reframing Long-Tailed Learning via Loss Landscape Geometry
14. CVPR 2026ShotDirector Directorially Controllable Multi-Shot Video Generation with Cinematographic Transitions
15. CVPR 2026TempoMaster Efficient Long Video Generation via Next-Frame-Rate Prediction
16. CVPR 2026VinQA Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal
17. ICLR 2026ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
18. ICLR 2026Leveraging Pretrained Knowledge at Inference Time: LoRA-Gated Contrastive Decoding for Multilingual Factual Language Generation in Adapted LLMs
19. ICLR 2026Long-Text-to-Image Generation via Compositional Prompt Decomposition
20. ICLR 2026LongLive: Real-time Interactive Long Video Generation
21. ICLR 2026LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
22. ICLR 2026MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning
23. ICLR 2026Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
24. ICLR 2026MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
25. ICLR 2026NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation
26. ICLR 2026PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models
27. ICLR 2026ReactDance: Hierarchical Representation for High-Fidelity and Coherent Long-Form Reactive Dance Generation
28. ICLR 2026Reinforcement Learning from Dynamic Critic Feedback for Free-Form Generations
29. ICLR 2026Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
30. ICLR 2026SketchingReality: From Freehand Scene Sketches to Photorealistic Images
31. ICLR 2026SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
32. ICLR 2026Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
33. ICLR 2026YuE: Scaling Open Foundation Models for Long-Form Music Generation
34. ICML 2026Building Reliable Long-Form Generation via Hallucination Rejection Sampling
35. ICML 2026Controlled SDEs for Long-Horizon Motion Generation under Latent Decision Uncertainty
36. ICML 2026Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
37. ICML 2026Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
38. ICML 2026Evaluating LLM Uncertainty in Long-Form Generation Using Deterministic Ground Truth
39. ICML 2026MSP: Probabilistically Consistent Multi-Scale Action Generation
40. ICML 2026NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
41. ICML 2026On Stable Long-Form Generation: Benchmarking and Mitigating Length Volatility
42. ICML 2026TextAtlas5M: A Large-Scale Dataset for Long Text Image Generation
43. NeurIPS 2026AdaPCLA: Curriculum Prior Internalization For Long-Tailed Longitudinal EHR Generation
44. NeurIPS 2026AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents
45. NeurIPS 2026CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
46. NeurIPS 2026Controlling Transient Amplification Improves Long-horizon Rollouts
47. NeurIPS 2026Diffusion Thinking for Fast Long-Form Spatial Reasoning in Vision--Language Models
48. NeurIPS 2026GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation
49. NeurIPS 2026Learning-to-Memorize: Dynamic Context Management for Long-Horizon Autoregressive Video Generation
50. NeurIPS 2026LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting

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.