Text-to-Video papers, 2023–2026
Video generation
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 1,185 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 52 | 21 | 17 | 80 | 170 |
| 2024 | 55 | 35 | 17 | 140 | 247 |
| 2025 | 91 | 59 | 14 | 156 | 320 |
| 2026 | 101 | 94 | 55 | 198 | 448 |
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
198 papers, page 4 of 4
- CVPR 2026STCDiT Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution
- CVPR 2026Stereo World Model Camera-Guided Stereo Video Generation
- CVPR 2026StereoWorld Geometry-Aware Monocular-to-Stereo Video Generation
- CVPR 2026Stitch-a-Demo Creating Video Demonstrations from Multistep Descriptions
- CVPR 2026StreamDiT Real-Time Streaming Text-to-Video Generation
- CVPR 2026StyleTextGen Style-Conditioned Multilingual Scene Text Generation
- CVPR 2026SURF Signature-Retained Fast Video Generation
- CVPR 2026SVBench Evaluation of Video Generation Models on Social Reasoning
- CVPR 2026SwitchCraft Training-Free Multi-Event Video Generation with Attention Controls
- CVPR 2026T2SGrid Temporal-to-Spatial Gridification for Video Temporal Grounding
- CVPR 2026TEAR Temporal-aware Automated Red-teaming for Text-to-Video Models
- CVPR 2026TempoControl Temporal Attention Guidance for Text-to-Video Models
- CVPR 2026TempoMaster Efficient Long Video Generation via Next-Frame-Rate Prediction
- CVPR 2026Text-Driven 3D Hand Motion Generation from Sign Language Data
- CVPR 2026Text-Image Conditioned 3D Generation
- CVPR 2026TextOVSR Text-Guided Real-World Opera Video Super-Resolution
- CVPR 2026Texvent Asynchronous Event Data Simulation via Text Prompt
- CVPR 2026TF-CADE Foreground-Concentrated Text-Video Alignment for Zero-Shot Temporal Action Detection
- CVPR 2026TGT Text-Grounded Trajectories for Locally Controlled Video Generation
- CVPR 2026The devil is in the details Enhancing Video Virtual Try-On
- CVPR 2026Thinking with Frames Generative Video Distortion Evaluation via Frame Reward
- CVPR 2026Thinking with Video Video Generation as a Promising Multimodal Reasoning
- CVPR 2026Time Blindness Why Video-Language Models Cant See What Humans Can
- CVPR 2026TiViBench Benchmarking Think-in-Video Reasoning for Video Generation
- CVPR 2026Towards Training-free Scene Text Editing
- CVPR 2026Training-free Motion Factorization for Compositional Video Generation
- CVPR 2026Transition Matching Distillation for Fast Video Generation
- CVPR 2026TV2TV A Unified Framework for Interleaved Language and Video Generation
- CVPR 2026UFVideo Towards Unified Fine-Grained Video Cooperative Understanding with Large Language
- CVPR 2026Ultra-Fast Neural Video Compression
- CVPR 2026UltraFlux Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across
- CVPR 2026UniComp Rethinking Video Compression Through Informational Uniqueness
- CVPR 2026Unified Camera Positional Encoding for Controlled Video Generation
- CVPR 2026Unified Number-Free Text-to-Motion Generation Via Flow Matching
- CVPR 2026Unified Spatiotemporal Token Compression for Video-LLMs at Ultra-Low Retention
- CVPR 2026Unleashing Vision-Language Semantics for Deepfake Video Detection
- CVPR 2026V-DPM 4D Video Reconstruction with Dynamic Point Maps
- CVPR 2026V-RGBX Video Editing with Accurate Controls over Intrinsic Properties
- CVPR 2026VDFE Difference-Aware 3D Scene Editing with Non-Intrusive Video Diffusion Priors
- CVPR 2026VDOT Efficient Unified Video Creation via Optimal Transport Distillation
- CVPR 2026Video Generation with Stable Transparency via Shiftable RGB-A Distribution Learner
- CVPR 2026Video-Only ToM Enhancing Theory of Mind in Multimodal Large Language
- CVPR 2026VidTAG Temporally Aligned Video to GPS Geolocalization with Denoising Sequence
- CVPR 2026VISTA A Test-Time Self-Improving Video Generation Agent
- CVPR 2026Vista4D Video Reshooting with 4D Point Clouds
- CVPR 2026When Anonymity Breaks Identifying Models Behind Text-to-Image Leaderboards
- CVPR 2026Where Culture Fades Revealing the Cultural Gap in Text-to-Image Generation
- CVPR 2026Yume1.5 A Text-Controlled Interactive World Generation Model
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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.