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

140 papers, page 3 of 3

101. CVPR 2024Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
102. CVPR 2024Step Differences in Instructional Video
103. CVPR 2024SVGDreamer: Text Guided SVG Generation with Diffusion Model
104. CVPR 2024T-VSL: Text-Guided Visual Sound Source Localization in Mixtures
105. CVPR 2024Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
106. CVPR 2024Taming Mode Collapse in Score Distillation for Text-to-3D Generation
107. CVPR 2024Taming Stable Diffusion for Text to 360 Panorama Image Generation
108. CVPR 2024TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video
109. CVPR 2024Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis
110. CVPR 2024Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval
111. CVPR 2024Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection
112. CVPR 2024Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction
113. CVPR 2024TextCraftor: Your Text Encoder Can be Image Quality Controller
114. CVPR 2024TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models
115. CVPR 2024Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation
116. CVPR 2024Towards Language-Driven Video Inpainting via Multimodal Large Language Models
117. CVPR 2024TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models
118. CVPR 2024UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
119. CVPR 2024Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution
120. CVPR 2024VicTR: Video-conditioned Text Representations for Activity Recognition
121. CVPR 2024Video Frame Interpolation via Direct Synthesis with the Event-based Reference
122. CVPR 2024Video Harmonization with Triplet Spatio-Temporal Variation Patterns
123. CVPR 2024Video Interpolation with Diffusion Models
124. CVPR 2024Video Prediction by Modeling Videos as Continuous Multi-Dimensional Processes
125. CVPR 2024Video ReCap: Recursive Captioning of Hour-Long Videos
126. CVPR 2024Video Recognition in Portrait Mode
127. CVPR 2024Video Super-Resolution Transformer with Masked Inter&Intra-Frame Attention
128. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
129. CVPR 2024VideoBooth: Diffusion-based Video Generation with Image Prompts
130. CVPR 2024VideoCon: Robust Video-Language Alignment via Contrast Captions
131. CVPR 2024VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
132. CVPR 2024VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
133. CVPR 2024VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams
134. CVPR 2024VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence
135. CVPR 2024VidLA: Video-Language Alignment at Scale
136. CVPR 2024ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
137. CVPR 2024VINECS: Video-based Neural Character Skinning
138. CVPR 2024VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens
139. CVPR 2024VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
140. CVPR 2024VTimeLLM: Empower LLM to Grasp Video Moments

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.