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 21 of 24
- 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
- CVPR 20231000 FPS HDR Video With a Spike-RGB Hybrid Camera
- CVPR 20233D Highlighter: Localizing Regions on 3D Shapes via Text Descriptions
- CVPR 20233D Video Loops From Asynchronous Input
- CVPR 2023Align Your Latents: High-Resolution Video Synthesis With Latent Diffusion Models
- CVPR 2023Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
- CVPR 2023All in One: Exploring Unified Video-Language Pre-Training
- CVPR 2023An Empirical Study of End-to-End Video-Language Transformers With Masked Visual Modeling
- CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
- CVPR 2023Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models
- CVPR 2023Blind Video Deflickering by Neural Filtering With a Flawed Atlas
- CVPR 2023Boosting Weakly-Supervised Temporal Action Localization With Text Information
- CVPR 2023Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
- CVPR 2023CelebV-Text: A Large-Scale Facial Text-Video Dataset
- CVPR 2023Clover: Towards a Unified Video-Language Alignment and Fusion Model
- CVPR 2023CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset
- CVPR 2023Compression-Aware Video Super-Resolution
- CVPR 2023Conditional Text Image Generation With Diffusion Models
- CVPR 2023Consistent Direct Time-of-Flight Video Depth Super-Resolution
- CVPR 2023Deep Stereo Video Inpainting
- CVPR 2023DeepSolo: Let Transformer Decoder With Explicit Points Solo for Text Spotting
- CVPR 2023Diffusion-SDF: Text-To-Shape via Voxelized Diffusion
- CVPR 2023Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering
- CVPR 2023DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
- CVPR 2023Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval
- CVPR 2023End-to-End Video Matting With Trimap Propagation
- CVPR 2023EVAL: Explainable Video Anomaly Localization
- CVPR 2023Exploring Discontinuity for Video Frame Interpolation
- CVPR 2023Fine-Grained Audible Video Description
- CVPR 2023Fine-Tuned CLIP Models Are Efficient Video Learners
- CVPR 2023GLIGEN: Open-Set Grounded Text-to-Image Generation
- CVPR 2023Handwritten Text Generation From Visual Archetypes
- CVPR 2023HARP: Personalized Hand Reconstruction From a Monocular RGB Video
- CVPR 2023Hierarchical B-Frame Video Coding Using Two-Layer CANF Without Motion Coding
- CVPR 2023Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding
- CVPR 2023HierVL: Learning Hierarchical Video-Language Embeddings
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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.