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
1,185 papers, page 22 of 24
- CVPR 2023HyperReel: High-Fidelity 6-DoF Video With Ray-Conditioned Sampling
- CVPR 2023InstantAvatar: Learning Avatars From Monocular Video in 60 Seconds
- CVPR 2023Iterative Proposal Refinement for Weakly-Supervised Video Grounding
- CVPR 2023Language-Guided Music Recommendation for Video via Prompt Analogies
- CVPR 2023LAVENDER: Unifying Video-Language Understanding As Masked Language Modeling
- CVPR 2023Learning Event Guided High Dynamic Range Video Reconstruction
- CVPR 2023Learning Video Representations From Large Language Models
- CVPR 2023LightedDepth: Video Depth Estimation in Light of Limited Inference View Angles
- CVPR 2023Mask-Free Video Instance Segmentation
- CVPR 2023MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
- CVPR 2023MoStGAN-V: Video Generation With Temporal Motion Styles
- CVPR 2023MOVES: Manipulated Objects in Video Enable Segmentation
- CVPR 2023Neural Video Compression With Diverse Contexts
- CVPR 2023Non-Contrastive Unsupervised Learning of Physiological Signals From Video
- CVPR 2023Panoptic Video Scene Graph Generation
- CVPR 2023Procedure-Aware Pretraining for Instructional Video Understanding
- CVPR 2023ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding
- CVPR 2023Range-Nullspace Video Frame Interpolation With Focalized Motion Estimation
- CVPR 2023ReCo: Region-Controlled Text-to-Image Generation
- CVPR 2023Reconstructing Signing Avatars From Video Using Linguistic Priors
- CVPR 2023Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models
- CVPR 2023Shape-Aware Text-Driven Layered Video Editing
- CVPR 2023Shifted Diffusion for Text-to-Image Generation
- CVPR 2023Streaming Video Model
- CVPR 2023SViTT: Temporal Learning of Sparse Video-Text Transformers
- CVPR 2023TAPS3D: Text-Guided 3D Textured Shape Generation From Pseudo Supervision
- CVPR 2023Tell Me What Happened: Unifying Text-Guided Video Completion via Multimodal Masked Video Generation
- CVPR 2023Test of Time: Instilling Video-Language Models With a Sense of Time
- CVPR 2023Text With Knowledge Graph Augmented Transformer for Video Captioning
- CVPR 2023Text-Visual Prompting for Efficient 2D Temporal Video Grounding
- CVPR 2023Text2Scene: Text-Driven Indoor Scene Stylization With Part-Aware Details
- CVPR 2023Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval
- CVPR 2023Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
- CVPR 2023Towards Unified Scene Text Spotting Based on Sequence Generation
- CVPR 2023Turning a CLIP Model Into a Scene Text Detector
- CVPR 2023Use Your Head: Improving Long-Tail Video Recognition
- CVPR 2023Variational Distribution Learning for Unsupervised Text-to-Image Generation
- CVPR 2023Video Compression With Entropy-Constrained Neural Representations
- CVPR 2023Video Probabilistic Diffusion Models in Projected Latent Space
- CVPR 2023Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
- CVPR 2023VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
- CVPR 2023VideoTrack: Learning To Track Objects via Video Transformer
- CVPR 2023Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting
- CVPR 2023VoP: Text-Video Co-Operative Prompt Tuning for Cross-Modal Retrieval
- CVPR 2023Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos
- ICLR 2023A Control-Centric Benchmark for Video Prediction
- ICLR 2023An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation
- ICLR 2023An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
- ICLR 2023Calibrating Sequence likelihood Improves Conditional Language Generation
- ICLR 2023CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment
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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.