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

247 papers, page 4 of 5

151. ICLR 2024ControlVideo: Training-free Controllable Text-to-video Generation
152. ICLR 2024Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
153. ICLR 2024Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation
154. ICLR 2024DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation
155. ICLR 2024DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
156. ICLR 2024DreamFlow: High-quality text-to-3D generation by Approximating Probability Flow
157. ICLR 2024Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
158. ICLR 2024Federated Text-driven Prompt Generation for Vision-Language Models
159. ICLR 2024FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
160. ICLR 2024FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
161. ICLR 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
162. ICLR 2024InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
163. ICLR 2024Jointly Training Large Autoregressive Multimodal Models
164. ICLR 2024LLM-grounded Video Diffusion Models
165. ICLR 2024Matryoshka Diffusion Models
166. ICLR 2024Probabilistic Adaptation of Black-Box Text-to-Video Models
167. ICLR 2024Provable Robust Watermarking for AI-Generated Text
168. ICLR 2024Seer: Language Instructed Video Prediction with Latent Diffusion Models
169. ICLR 2024SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D
170. ICLR 2024TapMo: Shape-aware Motion Generation of Skeleton-free Characters
171. ICLR 2024Text-to-3D with Classifier Score Distillation
172. ICLR 2024TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
173. ICLR 2024VDT: General-purpose Video Diffusion Transformers via Mask Modeling
174. ICLR 2024VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation
175. ICLR 2024Video Language Planning
176. ICML 2024Compositional Text-to-Image Generation with Dense Blob Representations
177. ICML 2024EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
178. ICML 2024GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
179. ICML 2024HumanTOMATO: Text-aligned Whole-body Motion Generation
180. ICML 2024Improving Open-Ended Text Generation via Adaptive Decoding
181. ICML 2024Model-Based Minimum Bayes Risk Decoding for Text Generation
182. ICML 2024Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
183. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
184. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
185. ICML 2024Position: Video as the New Language for Real-World Decision Making
186. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
187. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
188. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
189. ICML 2024Successor Features for Efficient Multi-Subject Controlled Text Generation
190. ICML 2024VideoPoet: A Large Language Model for Zero-Shot Video Generation
191. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
192. ICML 2024X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
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.