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 11 of 24
- CVPR 2025High-Fidelity Relightable Monocular Portrait Animation with Lighting-Controllable Video Diffusion Model
- CVPR 2025HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation
- CVPR 2025HomoGen: Enhanced Video Inpainting via Homography Propagation and Diffusion
- CVPR 2025HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks
- CVPR 2025Identity-Preserving Text-to-Video Generation by Frequency Decomposition
- CVPR 2025IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner
- CVPR 2025Improved Video VAE for Latent Video Diffusion Model
- CVPR 2025InsTaG: Learning Personalized 3D Talking Head from Few-Second Video
- CVPR 2025InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption
- CVPR 2025InterDyn: Controllable Interactive Dynamics with Video Diffusion Models
- CVPR 2025Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
- CVPR 2025Keyframe-Guided Creative Video Inpainting
- CVPR 2025Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content
- CVPR 2025Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
- CVPR 2025Learning from Streaming Video with Orthogonal Gradients
- CVPR 2025Learning Temporally Consistent Video Depth from Video Diffusion Priors
- CVPR 2025Learning Visual Generative Priors without Text
- CVPR 2025LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity
- CVPR 2025LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant
- CVPR 2025LongDiff: Training-Free Long Video Generation in One Go
- CVPR 2025Make It Count: Text-to-Image Generation with an Accurate Number of Objects
- CVPR 2025MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
- CVPR 2025Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
- CVPR 2025MatAnyone: Stable Video Matting with Consistent Memory Propagation
- CVPR 2025Mimir: Improving Video Diffusion Models for Precise Text Understanding
- CVPR 2025Mind the Time: Temporally-Controlled Multi-Event Video Generation
- CVPR 2025Minority-Focused Text-to-Image Generation via Prompt Optimization
- CVPR 2025Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking
- CVPR 2025MotiF: Making Text Count in Image Animation with Motion Focal Loss
- CVPR 2025Motion Prompting: Controlling Video Generation with Motion Trajectories
- CVPR 2025MotionPro: A Precise Motion Controller for Image-to-Video Generation
- CVPR 2025MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation
- CVPR 2025Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts
- CVPR 2025MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
- CVPR 2025Multi-subject Open-set Personalization in Video Generation
- CVPR 2025MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval
- CVPR 2025Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions
- CVPR 2025Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification
- CVPR 2025Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models
- CVPR 2025On the Consistency of Video Large Language Models in Temporal Comprehension
- CVPR 2025One-Minute Video Generation with Test-Time Training
- CVPR 2025OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation
- CVPR 2025OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation
- CVPR 2025Optical-Flow Guided Prompt Optimization for Coherent Video Generation
- CVPR 2025OSV: One Step is Enough for High-Quality Image to Video Generation
- CVPR 2025PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-Resolution
- CVPR 2025Perceptual Video Compression with Neural Wrapping
- CVPR 2025PersonaBooth: Personalized Text-to-Motion Generation
- CVPR 2025PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation
- CVPR 2025PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
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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.