Text-to-Video papers, 2023–2026

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.

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

103 papers, page 2 of 3

51. ICML 2026VideoTrace-R1: Long Video-based Retrieval-Augmented Generation via Reinforcement Learning
52. ICML 2026WEVSR: Video Diffusion Generators for Real-World Video Super‑Resolution with Wavelet-Enhanced VAE Encoder
53. ICML 2026Where Concept Erasure Should Occur: Concept–Layer Alignment in Text-to-Video Diffusion Models
54. ICML 2026WildActor: Unconstrained Identity-Preserving Video Generation
55. ICML 2026Zero-Shot Text-to-Motion Evaluation using Video Language Models
56. ICML 2025AdaWorld: Learning Adaptable World Models with Latent Actions
57. ICML 2025Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
58. ICML 2025Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
59. ICML 2025Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification
60. ICML 2025Fast Video Generation with Sliding Tile Attention
61. ICML 2025FlexiClip: Locality-Preserving Free-Form Character Animation
62. ICML 2025GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
63. ICML 2025How to Synthesize Text Data without Model Collapse?
64. ICML 2025Imitation Learning from a Single Temporally Misaligned Video
65. ICML 2025MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance
66. ICML 2025One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
67. ICML 2025Reflection-Window Decoding: Text Generation with Selective Refinement
68. ICML 2025Structure-Guided Large Language Models for Text-to-SQL Generation
69. ICML 2025Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
70. ICML 2024Compositional Text-to-Image Generation with Dense Blob Representations
71. ICML 2024EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
72. ICML 2024GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
73. ICML 2024HumanTOMATO: Text-aligned Whole-body Motion Generation
74. ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
75. ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
76. ICML 2024Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
77. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
78. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
79. ICML 2024Position: Video as the New Language for Real-World Decision Making
80. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
81. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
82. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
83. ICML 2024Successor Features for Efficient Multi-Subject Controlled Text Generation
84. ICML 2024VideoPoet: A Large Language Model for Zero-Shot Video Generation
85. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
86. ICML 2024X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
87. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
88. ICML 2023Controlled Text Generation with Natural Language Instructions
89. ICML 2023Hyperbolic Image-text Representations
90. ICML 2023Is Overfitting Necessary for Implicit Video Representation?
91. ICML 2023Long-Term Rhythmic Video Soundtracker
92. ICML 2023Muse: Text-To-Image Generation via Masked Generative Transformers
93. ICML 2023Nugget: Neural Agglomerative Embeddings of Text
94. ICML 2023On the Robustness of Text Vectorizers
95. ICML 2023Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning
96. ICML 2023PromptBoosting: Black-Box Text Classification with Ten Forward Passes
97. ICML 2023Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
98. ICML 2023Semi-Offline Reinforcement Learning for Optimized Text Generation
99. ICML 2023Temporally Consistent Transformers for Video Generation
100. ICML 2023Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise

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.