Text-to-Video papers, 2023–2026

Key findings

• Text-to-Video went from 170 papers in 2023 to 448 in 2026, roughly 2.6x in three years.
• CVPR publishes the most Text-to-Video work: 574 papers from 2023 to 2026, 48% of the four-venue total.
• The fastest-growing overlap is with Deep learning · generative models and autoencoders: papers tagged with both rose from 2 in 2023 to 26 in 2026.
• Among the 5 topics under Multimodal Generation, it ranks #1 by 2026 paper count; the fastest grower in the group, Storytelling Generation, is up 15x versus 2.6x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
• ICML 2026DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation
• ICLR 2026$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
• CVPR 20263D-Aware Implicit Motion Control for View-Adaptive Human Video Generation
• NeurIPS 2025Dynamic Shadow Unveils Invisible Semantics for Video Outpainting
• ICML 2025GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
• ICLR 20253DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation
• CVPR 20254D-Fly: Fast 4D Reconstruction from a Single Monocular Video
• NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
• ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
• ICLR 2024Provable Robust Watermarking for AI-Generated Text
• CVPR 2024Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning
• NeurIPS 2023Any-to-Any Generation via Composable Diffusion
• ICML 2023Controlled Text Generation with Natural Language Instructions
• ICLR 2023CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers
• CVPR 20231000 FPS HDR Video With a Spike-RGB Hybrid Camera
• NeurIPS 2026Character Mixing for Video Generation
• ICML 2026Noisy-Channel Minimum Bayes Risk Decoding
• ICLR 2026Anchor Frame Bridging for Coherent First-Last Frame Video Generation
• CVPR 2026Building a Precise Video Language with Human-AI Oversight

All Text-to-Video papers

198 papers, page 1 of 4

1. CVPR 20263D sans 3D Scans Scalable Pre-training from Video-Generated Point Clouds
2. CVPR 20263D-Aware Implicit Motion Control for View-Adaptive Human Video Generation
3. CVPR 2026A Bit is All You Need Efficient Video Capture via
4. CVPR 2026A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene
5. CVPR 2026Accelerating Diffusion-based Video Editing via Heterogeneous Caching Beyond Full Computing
6. CVPR 2026Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
7. CVPR 2026AdaCluster Adaptive Query-Key Clustering for Sparse Attention in Video Generation
8. CVPR 2026AdaIAT Adaptively Increasing Attention to Generated Text to Alleviate Hallucinations
9. CVPR 2026AE2VID Event-based Video Reconstruction via Aperture Modulation
10. CVPR 2026AlcheMinT Fine-grained Temporal Control for Multi-Reference Consistent Video Generation
11. CVPR 2026Alert-CLIP Abnormality-aware Latent-Enhanced Representation Tuning of CLIP for Video Anomaly
12. CVPR 2026An Empirical Study on How Video-LLMs Answer Video Questions
13. CVPR 2026AniMimic Imitating 3D Animation from Video Priors
14. CVPR 2026Anti-I2V Safeguarding your Photos from Malicious Image-to-video Generation
15. CVPR 2026Are We Ready for RL in Text-to-3D Generation A Progressive
16. CVPR 2026Attention Surgery An Efficient Recipe to Linearize Your Video Diffusion
17. CVPR 2026AutoCut End-to-end advertisement video editing based on multimodal discretization and
18. CVPR 2026BAgger Backwards Aggregation for Mitigating Drift in Autoregressive Video Diffusion
19. CVPR 2026BiMotion B-spline Motion for Text-guided Dynamic 3D Character Generation
20. CVPR 2026Building a Precise Video Language with Human-AI Oversight
21. CVPR 2026CamDirector Towards Long-Term Coherent Video Trajectory Editing
22. CVPR 2026Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens
23. CVPR 2026Causality in Video Diffusers is Separable from Denoising
24. CVPR 2026CI-VID A Coherent Interleaved Text-Video Dataset
25. CVPR 2026CineScene Implicit 3D as Effective Scene Representation for Cinematic Video
26. CVPR 2026Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining
27. CVPR 2026Compositional Text-to-Image Generation Via Region-aware Bimodal Direct Preference Optimization
28. CVPR 2026ConsID-Gen View-Consistent and Identity-Preserving Image-to-Video Generation
29. CVPR 2026CoT-Edit Let CoT Guide Instruction Video Editing
30. CVPR 2026Cross-Modal Emotion Transfer for Emotion Editing in Talking Face Video
31. CVPR 2026CubeComposer Spatio-Temporal Autoregressive 4K 360deg Video Generation from Perspective Video
32. CVPR 2026CVA Context-aware Video-text Alignment for Video Temporal Grounding
33. CVPR 2026DeltaQuant 4-bit Video Diffusion Models with Spatiotemporal Delta Smoothing
34. CVPR 2026DetAny4D Detect Anything 4D Temporally in a Streaming RGB Video
35. CVPR 2026Diff4Splat Repurposing Video Diffusion Models for Dynamic Scene Generation
36. CVPR 2026Diverse Video Generation with Determinantal Point Process-Guided Policy Optimization
37. CVPR 2026DreamShot Personalized Storyboard Synthesis with Video Diffusion Prior
38. CVPR 2026DreamStyle A Unified Framework for Video Stylization
39. CVPR 2026DTG-Restore Training-Free Diffusion Refinement for Generative Video Super-Resolution
40. CVPR 2026Dual-Granularity Memory for Efficient Video Generation
41. CVPR 2026DUO-VSR Dual-Stream Distillation for One-Step Video Super-Resolution
42. CVPR 2026Dynamic-eDiTor Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer
43. CVPR 2026DynamicsBoost Dynamic Plausible Video Generation via Annotation-Free Continuation Preference Optimization
44. CVPR 2026DynFusion Rethinking Condition Fusion for Adaptive Multi-Conditional Text-to-Image Generation
45. CVPR 2026EagleNet Energy-Aware Fine-Grained Relationship Learning Network for Text-Video Retrieval
46. CVPR 2026EasyV2V A High-quality Instruction-based Video Editing Framework
47. CVPR 2026Echoes Over Time Unlocking Length Generalization in Video-to-Audio Generation Models
48. CVPR 2026EchoFoley Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation
49. CVPR 2026EchoVDiff Cardiac-Cycle Echocardiography Video Generation from Arbitrary Single Frame
50. CVPR 2026Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive

FAQ

How many Text-to-Video papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

1,185 in total: 170 in 2023, 247 in 2024, 320 in 2025, 448 in 2026.

How many Text-to-Video papers are at NeurIPS 2026?

NeurIPS 2026 has 101 Text-to-Video papers, versus 91 the year before.

How many Text-to-Video papers are at ICLR 2026?

ICLR 2026 has 94 Text-to-Video papers, versus 59 the year before.

How many Text-to-Video papers are at ICML 2026?

ICML 2026 has 55 Text-to-Video papers, versus 14 the year before.

How many Text-to-Video papers are at CVPR 2026?

CVPR 2026 has 198 Text-to-Video papers, versus 156 the year before.

Which conference publishes the most Text-to-Video papers?

CVPR, with 574 papers from 2023 to 2026.