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
299 papers, page 5 of 6
- NeurIPS 2024Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
- NeurIPS 2024Compositional 3D-aware Video Generation with LLM Director
- NeurIPS 2024ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
- NeurIPS 2024Consent in Crisis: The Rapid Decline of the AI Data Commons
- NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
- NeurIPS 2024CV-VAE: A Compatible Video VAE for Latent Generative Video Models
- NeurIPS 2024DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
- NeurIPS 2024Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
- NeurIPS 2024DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
- NeurIPS 2024Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
- NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
- NeurIPS 2024Exocentric-to-Egocentric Video Generation
- NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
- NeurIPS 2024FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
- NeurIPS 2024Generating compositional scenes via Text-to-image RGBA Instance Generation
- NeurIPS 2024GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
- NeurIPS 2024Incentivizing Quality Text Generation via Statistical Contracts
- NeurIPS 2024LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
- NeurIPS 2024LAVIB: A Large-scale Video Interpolation Benchmark
- NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
- NeurIPS 2024Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
- NeurIPS 2024MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
- NeurIPS 2024Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
- NeurIPS 2024MotionBooth: Motion-Aware Customized Text-to-Video Generation
- NeurIPS 2024On the Noise Robustness of In-Context Learning for Text Generation
- NeurIPS 2024One-Step Diffusion Distillation through Score Implicit Matching
- NeurIPS 2024Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
- NeurIPS 2024ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
- NeurIPS 2024Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
- NeurIPS 2024Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
- NeurIPS 2024SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
- NeurIPS 2024Scaling Sign Language Translation
- NeurIPS 2024SF-V: Single Forward Video Generation Model
- NeurIPS 2024ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
- NeurIPS 2024ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
- NeurIPS 2024SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
- NeurIPS 2024StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
- NeurIPS 2024T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
- NeurIPS 2024T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
- NeurIPS 2024Tell What You Hear From What You See - Video to Audio Generation Through Text
- NeurIPS 2024Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
- NeurIPS 2024VideoTetris: Towards Compositional Text-to-Video Generation
- NeurIPS 2024VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
- NeurIPS 2024Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
- NeurIPS 2024ViLCo-Bench: VIdeo Language COntinual learning Benchmark
- NeurIPS 2024Vivid-ZOO: Multi-View Video Generation with Diffusion Model
- NeurIPS 2024Vript: A Video Is Worth Thousands of Words
- NeurIPS 2023Any-to-Any Generation via Composable Diffusion
- NeurIPS 2023AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
- NeurIPS 2023AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
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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.