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 17 of 24
- CVPR 2024DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video
- CVPR 2024Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
- CVPR 2024EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
- CVPR 2024Enhanced Motion-Text Alignment for Image-to-Video Transfer Learning
- CVPR 2024Enhancing Video Super-Resolution via Implicit Resampling-based Alignment
- CVPR 2024EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
- CVPR 2024FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
- CVPR 2024Generating Human Motion in 3D Scenes from Text Descriptions
- CVPR 2024Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models
- CVPR 2024GenTron: Diffusion Transformers for Image and Video Generation
- CVPR 2024GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation
- CVPR 2024Grid Diffusion Models for Text-to-Video Generation
- CVPR 2024HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances
- CVPR 2024Hierarchical Patch Diffusion Models for High-Resolution Video Generation
- CVPR 2024Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation
- CVPR 2024HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding
- CVPR 2024Holistic Features are almost Sufficient for Text-to-Video Retrieval
- CVPR 2024HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting
- CVPR 2024InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning
- CVPR 2024InstructVideo: Instructing Video Diffusion Models with Human Feedback
- CVPR 2024JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation
- CVPR 2024Koala: Key Frame-Conditioned Long Video-LLM
- CVPR 2024KVQ: Kwai Video Quality Assessment for Short-form Videos
- CVPR 2024LAMP: Learn A Motion Pattern for Few-Shot Video Generation
- CVPR 2024Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
- CVPR 2024Learning Continuous 3D Words for Text-to-Image Generation
- CVPR 2024Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation
- CVPR 2024Learning from One Continuous Video Stream
- CVPR 2024Learning Multi-Dimensional Human Preference for Text-to-Image Generation
- CVPR 2024Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering
- CVPR 2024LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation
- CVPR 2024LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching
- CVPR 2024Make Pixels Dance: High-Dynamic Video Generation
- CVPR 2024Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text
- CVPR 2024MarkovGen: Structured Prediction for Efficient Text-to-Image Generation
- CVPR 2024MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers
- CVPR 2024MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation
- CVPR 2024MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis
- CVPR 2024Modular Blind Video Quality Assessment
- CVPR 2024MorpheuS: Neural Dynamic 360deg Surface Reconstruction from Monocular RGB-D Video
- CVPR 2024MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation
- CVPR 2024MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild
- CVPR 2024MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval
- CVPR 2024Neighbor Relations Matter in Video Scene Detection
- CVPR 2024Neural Video Compression with Feature Modulation
- CVPR 2024NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation
- CVPR 2024OmniViD: A Generative Framework for Universal Video Understanding
- CVPR 2024On the Content Bias in Frechet Video Distance
- CVPR 2024On the Scalability of Diffusion-based Text-to-Image Generation
- CVPR 2024OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition
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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.