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
320 papers, page 4 of 7
- CVPR 2025VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step
- CVPR 2025VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generation
- CVPR 2025VIRES: Video Instance Repainting via Sketch and Text Guided Generation
- CVPR 2025VITED: Video Temporal Evidence Distillation
- CVPR 2025VODiff: Controlling Object Visibility Order in Text-to-Image Generation
- CVPR 2025Zero-Shot Styled Text Image Generation, but Make It Autoregressive
- ICLR 20253DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation
- ICLR 20254K4DGen: Panoramic 4D Generation at 4K Resolution
- ICLR 2025Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
- ICLR 2025Animate-X: Universal Character Image Animation with Enhanced Motion Representation
- ICLR 2025ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
- ICLR 2025Autoregressive Video Generation without Vector Quantization
- ICLR 2025Bayesian WeakS-to-Strong from Text Classification to Generation
- ICLR 2025Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality
- ICLR 2025Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach
- ICLR 2025Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation
- ICLR 2025CameraCtrl: Enabling Camera Control for Video Diffusion Models
- ICLR 2025CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
- ICLR 2025Consistent Flow Distillation for Text-to-3D Generation
- ICLR 2025DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking head Video Generation
- ICLR 2025Denoising Autoregressive Transformers for Scalable Text-to-Image Generation
- ICLR 2025Energy-Based Diffusion Language Models for Text Generation
- ICLR 2025Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
- ICLR 2025Erasing Concept Combination from Text-to-Image Diffusion Model
- ICLR 2025Forking Paths in Neural Text Generation
- ICLR 2025FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise
- ICLR 2025GameGen-X: Interactive Open-world Game Video Generation
- ICLR 2025GenEx: Generating an Explorable World
- ICLR 2025GLOMA: Global Video Text Spotting with Morphological Association
- ICLR 2025Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
- ICLR 2025Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
- ICLR 2025I2VControl-Camera: Precise Video Camera Control with Adjustable Motion Strength
- ICLR 2025Infinite-Resolution Integral Noise Warping for Diffusion Models
- ICLR 2025IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
- ICLR 2025MMTEB: Massive Multilingual Text Embedding Benchmark
- ICLR 2025MotionClone: Training-Free Motion Cloning for Controllable Video Generation
- ICLR 2025NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
- ICLR 2025OmniPhysGS: 3D Constitutive Gaussians for General Physics-Based Dynamics Generation
- ICLR 2025OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
- ICLR 2025Precise Parameter Localization for Textual Generation in Diffusion Models
- ICLR 2025Progressive Compositionality in Text-to-Image Generative Models
- ICLR 2025PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task
- ICLR 2025Pyramidal Flow Matching for Efficient Video Generative Modeling
- ICLR 2025Real-Time Video Generation with Pyramid Attention Broadcast
- ICLR 2025RecDreamer: Consistent Text-to-3D Generation via Uniform Score Distillation
- ICLR 2025SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
- ICLR 2025SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation
- ICLR 2025SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
- ICLR 2025SMITE: Segment Me In TimE
- ICLR 2025Solving New Tasks by Adapting Internet Video Knowledge
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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.