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 24 of 24
- NeurIPS 2023FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
- NeurIPS 2023Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
- NeurIPS 2023GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER
- NeurIPS 2023HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
- NeurIPS 2023HT-Step: Aligning Instructional Articles with How-To Videos
- NeurIPS 2023Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion
- NeurIPS 2023Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
- NeurIPS 2023Learning Universal Policies via Text-Guided Video Generation
- NeurIPS 2023MomentDiff: Generative Video Moment Retrieval from Random to Real
- NeurIPS 2023MotionGPT: Human Motion as a Foreign Language
- NeurIPS 2023MultiVENT: Multilingual Videos of Events and Aligned Natural Text
- NeurIPS 2023Norm-guided latent space exploration for text-to-image generation
- NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
- NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
- NeurIPS 2023PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
- NeurIPS 2023Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
- NeurIPS 2023Quilt-1M: One Million Image-Text Pairs for Histopathology
- NeurIPS 2023Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
- NeurIPS 2023Revealing the unseen: Benchmarking video action recognition under occlusion
- NeurIPS 2023SceneScape: Text-Driven Consistent Scene Generation
- NeurIPS 2023SEGA: Instructing Text-to-Image Models using Semantic Guidance
- NeurIPS 2023SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
- NeurIPS 2023StoryBench: A Multifaceted Benchmark for Continuous Story Visualization
- NeurIPS 2023Structured Voronoi Sampling
- NeurIPS 2023StyleDrop: Text-to-Image Synthesis of Any Style
- NeurIPS 2023SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions
- NeurIPS 2023Towards Consistent Video Editing with Text-to-Image Diffusion Models
- NeurIPS 2023Uncertainty-Aware Alignment Network for Cross-Domain Video-Text Retrieval
- NeurIPS 2023Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
- NeurIPS 2023UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
- NeurIPS 2023Video Timeline Modeling For News Story Understanding
- NeurIPS 2023VideoComposer: Compositional Video Synthesis with Motion Controllability
- NeurIPS 2023ViSt3D: Video Stylization with 3D CNN
- NeurIPS 2023Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
- NeurIPS 2023VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
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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.