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

156 papers, page 1 of 4

1. CVPR 20254D-Fly: Fast 4D Reconstruction from a Single Monocular Video
2. CVPR 20254Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion
3. CVPR 2025AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
4. CVPR 2025Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration
5. CVPR 2025AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM
6. CVPR 2025AKiRa: Augmentation Kit on Rays for Optical Video Generation
7. CVPR 2025AMO Sampler: Enhancing Text Rendering with Overshooting
8. CVPR 2025AnimateAnything: Consistent and Controllable Animation for Video Generation
9. CVPR 2025AniMo: Species-Aware Model for Text-Driven Animal Motion Generation
10. CVPR 2025AnyMoLe: Any Character Motion In-betweening Leveraging Video Diffusion Models
11. CVPR 2025Apply Hierarchical-Chain-of-Generation to Complex Attributes Text-to-3D Generation
12. CVPR 2025AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion
13. CVPR 2025Articulated Kinematics Distillation from Video Diffusion Models
14. CVPR 2025AToM: Aligning Text-to-Motion Model at Event-Level with GPT-4Vision Reward
15. CVPR 2025Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model
16. CVPR 2025BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations
17. CVPR 2025ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way
18. CVPR 2025Can Text-to-Video Generation help Video-Language Alignment?
19. CVPR 2025ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting
20. CVPR 2025Coherent 3D Portrait Video Reconstruction via Triplane Fusion
21. CVPR 2025Compass Control: Multi Object Orientation Control for Text-to-Image Generation
22. CVPR 2025D^3-Human: Dynamic Disentangled Digital Human from Monocular Video
23. CVPR 2025DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
24. CVPR 2025DiffVsgg: Diffusion-Driven Online Video Scene Graph Generation
25. CVPR 2025DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval
26. CVPR 2025DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
27. CVPR 2025Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation
28. CVPR 2025DriveScape: High-Resolution Driving Video Generation by Multi-View Feature Fusion
29. CVPR 2025EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation
30. CVPR 2025Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction
31. CVPR 2025Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency
32. CVPR 2025EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
33. CVPR 2025EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation
34. CVPR 2025Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis
35. CVPR 2025EntitySAM: Segment Everything in Video
36. CVPR 2025Event Ellipsometer: Event-based Mueller-Matrix Video Imaging
37. CVPR 2025Event-based Video Super-Resolution via State Space Models
38. CVPR 2025Event-Equalized Dense Video Captioning
39. CVPR 2025ExpertAF: Expert Actionable Feedback from Video
40. CVPR 2025Face Forgery Video Detection via Temporal Forgery Cue Unraveling
41. CVPR 2025FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video
42. CVPR 2025FineVQ: Fine-Grained User Generated Content Video Quality Assessment
43. CVPR 2025FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations
44. CVPR 2025FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis
45. CVPR 2025Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
46. CVPR 2025FreePCA: Integrating Consistency Information across Long-short Frames in Training-free Long Video Generation via Principal Component Analysis
47. CVPR 2025From Slow Bidirectional to Fast Autoregressive Video Diffusion Models
48. CVPR 2025GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control
49. CVPR 2025Generative Inbetweening through Frame-wise Conditions-Driven Video Generation
50. CVPR 2025Generative Video Propagation

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.