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

170 papers, page 1 of 4

1. CVPR 20231000 FPS HDR Video With a Spike-RGB Hybrid Camera
2. CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
3. CVPR 20233D Video Loops From Asynchronous Input
4. CVPR 2023Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
5. CVPR 2023Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
6. CVPR 2023All in One: Exploring Unified Video-Language Pre-Training
7. CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
8. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
9. CVPR 2023Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models
10. CVPR 2023Blind Video Deflickering by Neural Filtering With a Flawed Atlas
11. CVPR 2023Boosting Weakly-Supervised Temporal Action Localization With Text Information
12. CVPR 2023Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
13. CVPR 2023CelebV-Text: A Large-Scale Facial Text-Video Dataset
14. CVPR 2023Clover: Towards a Unified Video-Language Alignment and Fusion Model
15. CVPR 2023CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset
16. CVPR 2023Compression-Aware Video Super-Resolution
17. CVPR 2023Conditional Text Image Generation With Diffusion Models
18. CVPR 2023Consistent Direct Time-of-Flight Video Depth Super-Resolution
19. CVPR 2023Deep Stereo Video Inpainting
20. CVPR 2023DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
21. CVPR 2023Diffusion-SDF: Text-To-Shape via Voxelized Diffusion
22. CVPR 2023Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering
23. CVPR 2023DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
24. CVPR 2023Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval
25. CVPR 2023End-to-End Video Matting With Trimap Propagation
26. CVPR 2023EVAL: Explainable Video Anomaly Localization
27. CVPR 2023Exploring Discontinuity for Video Frame Interpolation
28. CVPR 2023Fine-Grained Audible Video Description
29. CVPR 2023Fine-Tuned CLIP Models Are Efficient Video Learners
30. CVPR 2023GLIGEN: Open-Set Grounded Text-to-Image Generation
31. CVPR 2023Handwritten Text Generation From Visual Archetypes
32. CVPR 2023HARP: Personalized Hand Reconstruction From a Monocular RGB Video
33. CVPR 2023Hierarchical B-Frame Video Coding Using Two-Layer CANF Without Motion Coding
34. CVPR 2023Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding
35. CVPR 2023HierVL: Learning Hierarchical Video-Language Embeddings
36. CVPR 2023HyperReel: High-Fidelity 6-DoF Video With Ray-Conditioned Sampling
37. CVPR 2023InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds
38. CVPR 2023Iterative Proposal Refinement for Weakly-Supervised Video Grounding
39. CVPR 2023Language-Guided Music Recommendation for Video via Prompt Analogies
40. CVPR 2023LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling
41. CVPR 2023Learning Event Guided High Dynamic Range Video Reconstruction
42. CVPR 2023Learning Video Representations From Large Language Models
43. CVPR 2023LightedDepth: Video Depth Estimation in Light of Limited Inference View Angles
44. CVPR 2023Mask-Free Video Instance Segmentation
45. CVPR 2023MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
46. CVPR 2023MoStGAN-V: Video Generation With Temporal Motion Styles
47. CVPR 2023MOVES: Manipulated Objects in Video Enable Segmentation
48. CVPR 2023Neural Video Compression With Diverse Contexts
49. CVPR 2023Non-Contrastive Unsupervised Learning of Physiological Signals From Video
50. CVPR 2023Panoptic Video Scene Graph Generation

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.