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

1,185 papers, page 20 of 24

951. ICML 2024Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators
952. ICML 2024Position: On the Possibilities of AI-Generated Text Detection
953. ICML 2024Position: Video as the New Language for Real-World Decision Making
954. ICML 2024Principled Gradient-Based MCMC for Conditional Sampling of Text
955. ICML 2024Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
956. ICML 2024Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices
957. ICML 2024Successor Features for Efficient Multi-Subject Controlled Text Generation
958. ICML 2024VideoPoet: A Large Language Model for Zero-Shot Video Generation
959. ICML 2024VideoPrism: A Foundational Visual Encoder for Video Understanding
960. ICML 2024X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
961. NeurIPS 2024AID: Attention Interpolation of Text-to-Image Diffusion
962. NeurIPS 2024Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
963. NeurIPS 2024AP-Adapter: Improving Generalization of Automatic Prompts on Unseen Text-to-Image Diffusion Models
964. NeurIPS 2024Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation
965. NeurIPS 2024AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
966. NeurIPS 2024Beyond Aesthetics: Cultural Competence in Text-to-Image Models
967. NeurIPS 2024Boosting Text-to-Video Generative Model with MLLMs Feedback
968. NeurIPS 2024ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
969. NeurIPS 2024Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
970. NeurIPS 2024Compositional 3D-aware Video Generation with LLM Director
971. NeurIPS 2024ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty
972. NeurIPS 2024Consent in Crisis: The Rapid Decline of the AI Data Commons
973. NeurIPS 2024COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
974. NeurIPS 2024CV-VAE: A Compatible Video VAE for Latent Generative Video Models
975. NeurIPS 2024DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
976. NeurIPS 2024Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
977. NeurIPS 2024DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
978. NeurIPS 2024Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
979. NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
980. NeurIPS 2024Exocentric-to-Egocentric Video Generation
981. NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
982. NeurIPS 2024FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
983. NeurIPS 2024Generating compositional scenes via Text-to-image RGBA Instance Generation
984. NeurIPS 2024GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
985. NeurIPS 2024Incentivizing Quality Text Generation via Statistical Contracts
986. NeurIPS 2024LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
987. NeurIPS 2024LAVIB: A Large-scale Video Interpolation Benchmark
988. NeurIPS 2024LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
989. NeurIPS 2024Meta-Diffu$B$: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
990. NeurIPS 2024MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
991. NeurIPS 2024Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
992. NeurIPS 2024MotionBooth: Motion-Aware Customized Text-to-Video Generation
993. NeurIPS 2024On the Noise Robustness of In-Context Learning for Text Generation
994. NeurIPS 2024One-Step Diffusion Distillation through Score Implicit Matching
995. NeurIPS 2024Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach
996. NeurIPS 2024ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
997. NeurIPS 2024Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"
998. NeurIPS 2024Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
999. NeurIPS 2024SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset
1000. NeurIPS 2024Scaling Sign Language Translation

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.