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

299 papers, page 4 of 6

151. NeurIPS 2025PlayerOne: Egocentric World Simulator
152. NeurIPS 2025Policy Optimized Text-to-Image Pipeline Design
153. NeurIPS 2025PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
154. NeurIPS 2025Precise Information Control in Long-Form Text Generation
155. NeurIPS 2025Preventing Shortcuts in Adapter Training via Providing the Shortcuts
156. NeurIPS 2025Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
157. NeurIPS 2025Rare Text Semantics Were Always There in Your Diffusion Transformer
158. NeurIPS 2025Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval
159. NeurIPS 2025REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
160. NeurIPS 2025Restage4D: Reanimating Deformable 3D Reconstruction from a Single Video
161. NeurIPS 2025ROSE: Remove Objects with Side Effects in Videos
162. NeurIPS 2025Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
163. NeurIPS 2025Sekai: A Video Dataset towards World Exploration
164. NeurIPS 2025Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
165. NeurIPS 2025SoPo: Text-to-Motion Generation Using Semi-Online Preference Optimization
166. NeurIPS 2025Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
167. NeurIPS 2025Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
168. NeurIPS 2025Storyboard-guided Alignment for Fine-grained Video Action Recognition
169. NeurIPS 2025StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
170. NeurIPS 2025T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
171. NeurIPS 2025Temporal In‑Context Fine‑Tuning for Versatile Control of Video Diffusion Models
172. NeurIPS 2025The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control
173. NeurIPS 2025Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach
174. NeurIPS 2025Training-Free Efficient Video Generation via Dynamic Token Carving
175. NeurIPS 2025Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
176. NeurIPS 2025UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
177. NeurIPS 2025UniTransfer: Video Concept Transfer via Progressive Spatio-Temporal Decomposition
178. NeurIPS 2025Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding
179. NeurIPS 2025VaporTok: RL-Driven Adaptive Video Tokenizer with Prior & Task Awareness
180. NeurIPS 2025VFRTok: Variable Frame Rates Video Tokenizer with Duration-Proportional Information Assumption
181. NeurIPS 2025VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR
182. NeurIPS 2025Video World Models with Long-term Spatial Memory
183. NeurIPS 2025VideoMAR: Autoregressive Video Generation with Continuous Tokens
184. NeurIPS 2025VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
185. NeurIPS 2025VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation
186. NeurIPS 2025ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models
187. NeurIPS 2025VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
188. NeurIPS 2025VORTA: Efficient Video Diffusion via Routing Sparse Attention
189. NeurIPS 2025Whole-Body Conditioned Egocentric Video Prediction
190. NeurIPS 2025WISA: World simulator assistant for physics-aware text-to-video generation
191. NeurIPS 2025WorldModelBench: Judging Video Generation Models As World Models
192. NeurIPS 2025WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
193. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion
194. NeurIPS 2024Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
195. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
196. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
197. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
198. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
199. NeurIPS 2024Boosting Text-to-Video Generative Model with MLLMs Feedback
200. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation

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.