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
448 papers, page 7 of 9
- ICML 2026CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Video Subtitle Removal
- ICML 2026CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation
- ICML 2026Context Forcing: Consistent Autoregressive Video Generation with Long Context
- ICML 2026DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation
- ICML 2026DiasR: Dual-Modal Identity-Anchored Sparse Routing for Efficient Multi-Subject Video Generation
- ICML 2026DynaMem: Consistent Long Video Generation via Hierarchical Memory and Motion Priors
- ICML 2026Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
- ICML 2026GeoLoom: High-quality Geometric Diagram Generation from Textual Input
- ICML 2026HECTOR: Hybrid Editable Compositional Object References for Video Generation
- ICML 2026Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory
- ICML 2026iTryOn: Mastering Interactive Video Virtual Try-On with Spatial-Semantic Guidance
- ICML 2026LayerT2V: A Unified Multi-Layer Video Generation Framework
- ICML 2026Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation
- ICML 2026LieWarper: Geometry-Aware Motion Transfer via Lie Algebra
- ICML 2026LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention
- ICML 2026LoCoT2V-Bench: Benchmarking Long-Form and Complex Text-to-Video Generation
- ICML 2026LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation
- ICML 2026LUVE : Latent-Cascaded Ultra-High-Resolution Video Generation with Dual Frequency Experts
- ICML 2026Mixture of Distributions Matters: Dynamic Sparse Attention for Efficient Video Diffusion Transformers
- ICML 2026Motion Attribution for Video Generation
- ICML 2026MoVie: Multimodal Video Compression with Text Guidance
- ICML 2026Noisy-Channel Minimum Bayes Risk Decoding
- ICML 2026Olaf-World: Orienting Latent Actions for Video World Modeling
- ICML 2026PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion
- ICML 2026Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization
- ICML 2026ReaForest: Fostering Generative Video Reasoning for Spatial Planning
- ICML 2026RelaxFlow: Text-Driven Amodal 3D Generation
- ICML 2026Revisiting Uncertainty: On Evidential Learning for Partially Relevant Video Retrieval
- ICML 2026Self-Refining Video Sampling
- ICML 2026Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation
- ICML 2026SpatialJB: How Text Distribution Art Becomes The "Jailbreak Key" for LLM Guardrails
- ICML 2026SpeedVFI: One-step Diffusion for Efficient Video Frame Interpolation
- ICML 2026T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation
- ICML 2026TD-VAD: Breaking Visual Dependence in Video Anomaly Detection with Text-Driven Learning
- ICML 2026Temporal-aware Flow Matching for Video Generation with Temporally Coherent Motion
- ICML 2026Text Has Curvature
- ICML 2026TextME: Bridging Unseen Modalities Through Text Descriptions
- ICML 2026TextMesh4D: Zero-shot Text-to-4D Mesh Generation
- ICML 2026Transform Trained Transformer for Accelerating Native 4K Video Generation
- ICML 2026Veda: Scalable Video Diffusion via Distilled Sparse Attention
- ICML 2026VELR: Efficient Video Reward Feedback via Ensemble Latent Reward Models
- ICML 2026VideoFlexTok: Flexible-Length Coarse-to-Fine Video Tokenization
- ICML 2026VideoTrace-R1: Long Video-based Retrieval-Augmented Generation via Reinforcement Learning
- ICML 2026WEVSR: Video Diffusion Generators for Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder
- ICML 2026Where Concept Erasure Should Occur: Concept–Layer Alignment in Text-to-Video Diffusion Models
- ICML 2026WildActor: Unconstrained Identity-Preserving Video Generation
- ICML 2026Zero-Shot Text-to-Motion Evaluation using Video Language Models
- NeurIPS 20263DSPA: A 3D Semantic Point Autoencoder for Evaluating Video Realism
- NeurIPS 2026Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models
- NeurIPS 2026AdaState: Self-Evolving Anchors for Streaming Video 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.