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

140 papers, page 1 of 3

1. CVPR 2024360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model
2. CVPR 20244D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
3. CVPR 2024A Recipe for Scaling up Text-to-Video Generation with Text-free Videos
4. CVPR 2024A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
5. CVPR 2024A Unified Approach for Text- and Image-guided 4D Scene Generation
6. CVPR 2024Adversarial Text to Continuous Image Generation
7. CVPR 2024Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition
8. CVPR 2024Attention Calibration for Disentangled Text-to-Image Personalization
9. CVPR 2024AVID: Any-Length Video Inpainting with Diffusion Model
10. CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
11. CVPR 2024Binarized Low-light Raw Video Enhancement
12. CVPR 2024Breathing Life Into Sketches Using Text-to-Video Priors
13. CVPR 2024BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning
14. CVPR 2024CAMEL: CAusal Motion Enhancement Tailored for Lifting Text-driven Video Editing
15. CVPR 2024Can I Trust Your Answer? Visually Grounded Video Question Answering
16. CVPR 2024Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models
17. CVPR 2024CCEdit: Creative and Controllable Video Editing via Diffusion Models
18. CVPR 2024Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
19. CVPR 2024Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model
20. CVPR 2024Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior
21. CVPR 2024Context-Guided Spatio-Temporal Video Grounding
22. CVPR 2024Control4D: Efficient 4D Portrait Editing with Text
23. CVPR 2024Countering Personalized Text-to-Image Generation with Influence Watermarks
24. CVPR 2024Customization Assistant for Text-to-Image Generation
25. CVPR 2024CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation
26. CVPR 2024Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement
27. CVPR 2024Deep Video Inverse Tone Mapping Based on Temporal Clues
28. CVPR 2024Diff-BGM: A Diffusion Model for Video Background Music Generation
29. CVPR 2024DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-based Human Video Generation
30. CVPR 2024DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data
31. CVPR 2024Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion
32. CVPR 2024DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling
33. CVPR 2024DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video
34. CVPR 2024Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
35. CVPR 2024EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
36. CVPR 2024Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning
37. CVPR 2024Enhancing Video Super-Resolution via Implicit Resampling-based Alignment
38. CVPR 2024EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
39. CVPR 2024FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
40. CVPR 2024Generating Human Motion in 3D Scenes from Text Descriptions
41. CVPR 2024Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models
42. CVPR 2024GenTron: Diffusion Transformers for Image and Video Generation
43. CVPR 2024GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation
44. CVPR 2024Grid Diffusion Models for Text-to-Video Generation
45. CVPR 2024HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances
46. CVPR 2024Hierarchical Patch Diffusion Models for High-Resolution Video Generation
47. CVPR 2024Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation
48. CVPR 2024HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding
49. CVPR 2024Holistic Features are almost Sufficient for Text-to-Video Retrieval
50. CVPR 2024HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting

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.