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 16 of 24
- NeurIPS 2025Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
- NeurIPS 2025UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
- NeurIPS 2025UniTransfer: Video Concept Transfer via Progressive Spatio-Temporal Decomposition
- NeurIPS 2025Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding
- NeurIPS 2025VaporTok: RL-Driven Adaptive Video Tokenizer with Prior & Task Awareness
- NeurIPS 2025VFRTok: Variable Frame Rates Video Tokenizer with Duration-Proportional Information Assumption
- NeurIPS 2025VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR
- NeurIPS 2025Video World Models with Long-term Spatial Memory
- NeurIPS 2025VideoMAR: Autoregressive Video Generation with Continuous Tokens
- NeurIPS 2025VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
- NeurIPS 2025VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation
- NeurIPS 2025ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models
- NeurIPS 2025VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
- NeurIPS 2025VORTA: Efficient Video Diffusion via Routing Sparse Attention
- NeurIPS 2025Whole-Body Conditioned Egocentric Video Prediction
- NeurIPS 2025WISA: World simulator assistant for physics-aware text-to-video generation
- NeurIPS 2025WorldModelBench: Judging Video Generation Models As World Models
- NeurIPS 2025WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
- CVPR 2024360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model
- CVPR 20244D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling
- CVPR 2024A Recipe for Scaling up Text-to-Video Generation with Text-free Videos
- CVPR 2024A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
- CVPR 2024A Unified Approach for Text- and Image-guided 4D Scene Generation
- CVPR 2024Adversarial Text to Continuous Image Generation
- CVPR 2024Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition
- CVPR 2024Attention Calibration for Disentangled Text-to-Image Personalization
- CVPR 2024AVID: Any-Length Video Inpainting with Diffusion Model
- CVPR 2024Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
- CVPR 2024Binarized Low-light Raw Video Enhancement
- CVPR 2024Breathing Life Into Sketches Using Text-to-Video Priors
- CVPR 2024BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning
- CVPR 2024CAMEL: CAusal Motion Enhancement Tailored for Lifting Text-driven Video Editing
- CVPR 2024Can I Trust Your Answer? Visually Grounded Video Question Answering
- CVPR 2024Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models
- CVPR 2024CCEdit: Creative and Controllable Video Editing via Diffusion Models
- CVPR 2024Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
- CVPR 2024Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model
- CVPR 2024Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior
- CVPR 2024Context-Guided Spatio-Temporal Video Grounding
- CVPR 2024Control4D: Efficient 4D Portrait Editing with Text
- CVPR 2024Countering Personalized Text-to-Image Generation with Influence Watermarks
- CVPR 2024Customization Assistant for Text-to-Image Generation
- CVPR 2024CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation
- CVPR 2024Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement
- CVPR 2024Deep Video Inverse Tone Mapping Based on Temporal Clues
- CVPR 2024Diff-BGM: A Diffusion Model for Video Background Music Generation
- CVPR 2024DiffPerformer: Iterative Learning of Consistent Latent Guidance for Diffusion-based Human Video Generation
- CVPR 2024DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data
- CVPR 2024Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion
- CVPR 2024DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling
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.