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

156 papers, page 3 of 4

101. CVPR 2025PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation
102. CVPR 2025PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering
103. CVPR 2025PreciseCam: Precise Camera Control for Text-to-Image Generation
104. CVPR 2025Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data
105. CVPR 2025Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation
106. CVPR 2025Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations
107. CVPR 2025Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
108. CVPR 2025Recognition-Synergistic Scene Text Editing
109. CVPR 2025ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams
110. CVPR 2025Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment
111. CVPR 2025Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion
112. CVPR 2025SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation
113. CVPR 2025Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents
114. CVPR 2025Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model
115. CVPR 2025SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
116. CVPR 2025Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects
117. CVPR 2025ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models
118. CVPR 2025SketchVideo: Sketch-based Video Generation and Editing
119. CVPR 2025SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
120. CVPR 2025STDD: Spatio-Temporal Dual Diffusion for Video Generation
121. CVPR 2025STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding
122. CVPR 2025StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
123. CVPR 2025T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
124. CVPR 2025Taming Teacher Forcing for Masked Autoregressive Video Generation
125. CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
126. CVPR 2025The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
127. CVPR 2025Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
128. CVPR 2025TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
129. CVPR 2025Tora: Trajectory-oriented Diffusion Transformer for Video Generation
130. CVPR 2025Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content
131. CVPR 2025Towards Universal Soccer Video Understanding
132. CVPR 2025Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
133. CVPR 2025TransPixeler: Advancing Text-to-Video Generation with Transparency
134. CVPR 2025Turbo3D: Ultra-fast Text-to-3D Generation
135. CVPR 2025Type-R: Automatically Retouching Typos for Text-to-Image Generation
136. CVPR 2025Unified Dense Prediction of Video Diffusion
137. CVPR 2025Unity in Diversity: Video Editing via Gradient-Latent Purification
138. CVPR 2025Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
139. CVPR 2025Video Depth without Video Models
140. CVPR 2025Video Language Model Pretraining with Spatio-temporal Masking
141. CVPR 2025Video Summarization with Large Language Models
142. CVPR 2025Video-Bench: Human-Aligned Video Generation Benchmark
143. CVPR 2025Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval
144. CVPR 2025Video-Guided Foley Sound Generation with Multimodal Controls
145. CVPR 2025VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models
146. CVPR 2025VideoDirector: Precise Video Editing via Text-to-Video Models
147. CVPR 2025VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
148. CVPR 2025VideoGigaGAN: Towards Detail-rich Video Super-Resolution
149. CVPR 2025VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
150. CVPR 2025VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models

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.