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

170 papers, page 3 of 4

101. ICLR 2023Video Scene Graph Generation from Single-Frame Weak Supervision
102. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
103. ICML 2023Controlled Text Generation with Natural Language Instructions
104. ICML 2023Hyperbolic Image-text Representations
105. ICML 2023Is Overfitting Necessary for Implicit Video Representation?
106. ICML 2023Long-Term Rhythmic Video Soundtracker
107. ICML 2023Muse: Text-To-Image Generation via Masked Generative Transformers
108. ICML 2023Nugget: Neural Agglomerative Embeddings of Text
109. ICML 2023On the Robustness of Text Vectorizers
110. ICML 2023Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning
111. ICML 2023PromptBoosting: Black-Box Text Classification with Ten Forward Passes
112. ICML 2023Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization
113. ICML 2023Semi-Offline Reinforcement Learning for Optimized Text Generation
114. ICML 2023Temporally Consistent Transformers for Video Generation
115. ICML 2023Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
116. ICML 2023Text-To-4D Dynamic Scene Generation
117. ICML 2023Text-To-Concept (and Back) via Cross-Model Alignment
118. ICML 2023Towards Learning to Imitate from a Single Video Demonstration
119. NeurIPS 2023Any-to-Any Generation via Composable Diffusion
120. NeurIPS 2023AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
121. NeurIPS 2023AUDIT: Audio Editing by Following Instructions with Latent Diffusion Models
122. NeurIPS 2023Beyond MLE: Convex Learning for Text Generation
123. NeurIPS 2023Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
124. NeurIPS 2023Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
125. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
126. NeurIPS 2023Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
127. NeurIPS 2023Compressed Video Prompt Tuning
128. NeurIPS 2023DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation
129. NeurIPS 2023DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
130. NeurIPS 2023Diversifying Spatial-Temporal Perception for Video Domain Generalization
131. NeurIPS 2023Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback
132. NeurIPS 2023DreamHuman: Animatable 3D Avatars from Text
133. NeurIPS 2023DVSOD: RGB-D Video Salient Object Detection
134. NeurIPS 2023Dynamic Non-monotone Submodular Maximization
135. NeurIPS 2023Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
136. NeurIPS 2023FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
137. NeurIPS 2023Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
138. NeurIPS 2023GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER
139. NeurIPS 2023HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
140. NeurIPS 2023HT-Step: Aligning Instructional Articles with How-To Videos
141. NeurIPS 2023Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion
142. NeurIPS 2023Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
143. NeurIPS 2023Learning Universal Policies via Text-Guided Video Generation
144. NeurIPS 2023MomentDiff: Generative Video Moment Retrieval from Random to Real
145. NeurIPS 2023MotionGPT: Human Motion as a Foreign Language
146. NeurIPS 2023MultiVENT: Multilingual Videos of Events and Aligned Natural Text
147. NeurIPS 2023Norm-guided latent space exploration for text-to-image generation
148. NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
149. NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
150. NeurIPS 2023PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model

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.