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 19 of 24
- CVPR 2024VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams
- CVPR 2024VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence
- CVPR 2024VidLA: Video-Language Alignment at Scale
- CVPR 2024ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
- CVPR 2024VINECS: Video-based Neural Character Skinning
- CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
- CVPR 2024VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
- CVPR 2024VTimeLLM: Empower LLM to Grasp Video Moments
- ICLR 2024AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
- ICLR 2024Are Models Biased on Text without Gender-related Language?
- ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
- ICLR 2024Branch-GAN: Improving Text Generation with (not so) Large Language Models
- ICLR 2024Closing the Curious Case of Neural Text Degeneration
- ICLR 2024COLLIE: Systematic Construction of Constrained Text Generation Tasks
- ICLR 2024Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models
- ICLR 2024Consistent Video-to-Video Transfer Using Synthetic Dataset
- ICLR 2024Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video
- ICLR 2024Controlled Text Generation via Language Model Arithmetic
- ICLR 2024ControlVideo: Training-free Controllable Text-to-video Generation
- ICLR 2024Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
- ICLR 2024Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
- ICLR 2024DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
- ICLR 2024DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
- ICLR 2024DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow
- ICLR 2024Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
- ICLR 2024Federated Text-driven Prompt Generation for Vision-Language Models
- ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
- ICLR 2024FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
- ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
- ICLR 2024InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
- ICLR 2024Jointly Training Large Autoregressive Multimodal Models
- ICLR 2024LLM-grounded Video Diffusion Models
- ICLR 2024Matryoshka Diffusion Models
- ICLR 2024Probabilistic Adaptation of Black-Box Text-to-Video Models
- ICLR 2024Provable Robust Watermarking for AI-Generated Text
- ICLR 2024Seer: Language Instructed Video Prediction with Latent Diffusion Models
- ICLR 2024SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D
- ICLR 2024TapMo: Shape-aware Motion Generation of Skeleton-free Characters
- ICLR 2024Text-to-3D with Classifier Score Distillation
- ICLR 2024TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
- ICLR 2024VDT: General-purpose Video Diffusion Transformers via Mask Modeling
- ICLR 2024VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
- ICLR 2024Video Language Planning
- ICML 2024Compositional Text-to-Image Generation with Dense Blob Representations
- ICML 2024EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
- ICML 2024GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
- ICML 2024HumanTOMATO: Text-aligned Whole-body Motion Generation
- ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
- ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
- ICML 2024Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
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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.