Text-to-Video papers, 2023–2026
Video generation
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 1,185 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 52 | 21 | 17 | 80 | 170 |
| 2024 | 55 | 35 | 17 | 140 | 247 |
| 2025 | 91 | 59 | 14 | 156 | 320 |
| 2026 | 101 | 94 | 55 | 198 | 448 |
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
1,185 papers, page 18 of 24
- CVPR 2024OTE: Exploring Accurate Scene Text Recognition Using One Token
- CVPR 2024PEEKABOO: Interactive Video Generation via Masked-Diffusion
- CVPR 2024Perception-Oriented Video Frame Interpolation via Asymmetric Blending
- CVPR 2024Personalized Residuals for Concept-Driven Text-to-Image Generation
- CVPR 2024PI3D: Efficient Text-to-3D Generation with Pseudo-Image Diffusion
- CVPR 2024Point-VOS: Pointing Up Video Object Segmentation
- CVPR 2024PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild
- CVPR 2024REACTO: Reconstructing Articulated Objects from a Single Video
- CVPR 2024Rich Human Feedback for Text-to-Image Generation
- CVPR 2024Scaling Up Video Summarization Pretraining with Large Language Models
- CVPR 2024Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior
- CVPR 2024Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization
- CVPR 2024Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
- CVPR 2024Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
- CVPR 2024SimDA: Simple Diffusion Adapter for Efficient Video Generation
- CVPR 2024SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers
- CVPR 2024SnAG: Scalable and Accurate Video Grounding
- CVPR 2024Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis
- CVPR 2024Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
- CVPR 2024Step Differences in Instructional Video
- CVPR 2024SVGDreamer: Text Guided SVG Generation with Diffusion Model
- CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
- CVPR 2024Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
- CVPR 2024Taming Mode Collapse in Score Distillation for Text-to-3D Generation
- CVPR 2024Taming Stable Diffusion for Text to 360 Panorama Image Generation
- CVPR 2024TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video
- CVPR 2024Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis
- CVPR 2024Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval
- CVPR 2024Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection
- CVPR 2024Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction
- CVPR 2024TextCraftor: Your Text Encoder Can be Image Quality Controller
- CVPR 2024TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models
- CVPR 2024Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation
- CVPR 2024Towards Language-Driven Video Inpainting via Multimodal Large Language Models
- CVPR 2024TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models
- CVPR 2024UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
- CVPR 2024Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution
- CVPR 2024VicTR: Video-conditioned Text Representations for Activity Recognition
- CVPR 2024Video Frame Interpolation via Direct Synthesis with the Event-based Reference
- CVPR 2024Video Harmonization with Triplet Spatio-Temporal Variation Patterns
- CVPR 2024Video Interpolation with Diffusion Models
- CVPR 2024Video Prediction by Modeling Videos as Continuous Multi-Dimensional Processes
- CVPR 2024Video ReCap: Recursive Captioning of Hour-Long Videos
- CVPR 2024Video Recognition in Portrait Mode
- CVPR 2024Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention
- CVPR 2024Video-P2P: Video Editing with Cross-attention Control
- CVPR 2024VideoBooth: Diffusion-based Video Generation with Image Prompts
- CVPR 2024VideoCon: Robust Video-Language Alignment via Contrast Captions
- CVPR 2024VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
- CVPR 2024VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how Text-to-Video papers grew at CVPR from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "text-to-video"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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.