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
574 papers, page 7 of 12
- CVPR 2025PreciseCam: Precise Camera Control for Text-to-Image Generation
- CVPR 2025Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data
- CVPR 2025Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation
- CVPR 2025Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations
- CVPR 2025Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
- CVPR 2025Recognition-Synergistic Scene Text Editing
- CVPR 2025ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams
- CVPR 2025Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment
- CVPR 2025Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion
- CVPR 2025SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation
- CVPR 2025Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents
- CVPR 2025Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model
- CVPR 2025SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
- CVPR 2025Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects
- CVPR 2025ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models
- CVPR 2025SketchVideo: Sketch-based Video Generation and Editing
- CVPR 2025SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
- CVPR 2025STDD: Spatio-Temporal Dual Diffusion for Video Generation
- CVPR 2025STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding
- CVPR 2025StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
- CVPR 2025T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
- CVPR 2025Taming Teacher Forcing for Masked Autoregressive Video Generation
- CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
- CVPR 2025The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
- CVPR 2025Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
- CVPR 2025TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
- CVPR 2025Tora: Trajectory-oriented Diffusion Transformer for Video Generation
- CVPR 2025Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content
- CVPR 2025Towards Universal Soccer Video Understanding
- CVPR 2025Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
- CVPR 2025TransPixeler: Advancing Text-to-Video Generation with Transparency
- CVPR 2025Turbo3D: Ultra-fast Text-to-3D Generation
- CVPR 2025Type-R: Automatically Retouching Typos for Text-to-Image Generation
- CVPR 2025Unified Dense Prediction of Video Diffusion
- CVPR 2025Unity in Diversity: Video Editing via Gradient-Latent Purification
- CVPR 2025Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
- CVPR 2025Video Depth without Video Models
- CVPR 2025Video Language Model Pretraining with Spatio-temporal Masking
- CVPR 2025Video Summarization with Large Language Models
- CVPR 2025Video-Bench: Human-Aligned Video Generation Benchmark
- CVPR 2025Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
- CVPR 2025Video-Guided Foley Sound Generation with Multimodal Controls
- CVPR 2025VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models
- CVPR 2025VideoDirector: Precise Video Editing via Text-to-Video Models
- CVPR 2025VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
- CVPR 2025VideoGigaGAN: Towards Detail-rich Video Super-Resolution
- CVPR 2025VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
- CVPR 2025VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models
- CVPR 2025VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step
- CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation
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.