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 15 of 24
- NeurIPS 2025Generative Pre-trained Autoregressive Diffusion Transformer
- NeurIPS 2025GeoVideo: Introducing Geometric Regularization into Video Generation Model
- NeurIPS 2025HairFree: Compositional 2D Head Prior for Text-Driven 360° Bald Texture Synthesis
- NeurIPS 2025Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation
- NeurIPS 2025Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation
- NeurIPS 2025HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance
- NeurIPS 2025IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
- NeurIPS 2025Imagine360: Immersive 360 Video Generation from Perspective Anchor
- NeurIPS 2025Improving Progressive Generation with Decomposable Flow Matching
- NeurIPS 2025Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
- NeurIPS 2025InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
- NeurIPS 2025LeMiCa: Lexicographic Minimax Path Caching for Efficient Diffusion-Based Video Generation
- NeurIPS 2025MagCache: Fast Video Generation with Magnitude-Aware Cache
- NeurIPS 2025MiniMax-Remover: Taming Bad Noise Helps Video Object Removal
- NeurIPS 2025Mitigating Semantic Collapse in Partially Relevant Video Retrieval
- NeurIPS 2025Mixture of Inputs: Text Generation Beyond Discrete Token Sampling
- NeurIPS 2025MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
- NeurIPS 2025MoCha: Towards Movie-Grade Talking Character Generation
- NeurIPS 2025Neural B-frame Video Compression with Bi-directional Reference Harmonization
- NeurIPS 2025OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
- NeurIPS 2025OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions
- NeurIPS 2025OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
- NeurIPS 2025ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation
- NeurIPS 2025OSTAR: Optimized Statistical Text-classifier with Adversarial Resistance
- NeurIPS 2025PanoWan: Lifting Diffusion Video Generation Models to 360$^\circ$ with Latitude/Longitude-aware Mechanisms
- NeurIPS 2025Parameterized Synthetic Text Generation with SimpleStories
- NeurIPS 2025PlayerOne: Egocentric World Simulator
- NeurIPS 2025Policy Optimized Text-to-Image Pipeline Design
- NeurIPS 2025PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
- NeurIPS 2025Precise Information Control in Long-Form Text Generation
- NeurIPS 2025Preventing Shortcuts in Adapter Training via Providing the Shortcuts
- NeurIPS 2025Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
- NeurIPS 2025Rare Text Semantics Were Always There in Your Diffusion Transformer
- NeurIPS 2025Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval
- NeurIPS 2025REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
- NeurIPS 2025Restage4D: Reanimating Deformable 3D Reconstruction from a Single Video
- NeurIPS 2025ROSE: Remove Objects with Side Effects in Videos
- NeurIPS 2025Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
- NeurIPS 2025Sekai: A Video Dataset towards World Exploration
- NeurIPS 2025Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
- NeurIPS 2025SoPo: Text-to-Motion Generation Using Semi-Online Preference Optimization
- NeurIPS 2025Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
- NeurIPS 2025Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
- NeurIPS 2025Storyboard-guided Alignment for Fine-grained Video Action Recognition
- NeurIPS 2025StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
- NeurIPS 2025T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
- NeurIPS 2025Temporal In‑Context Fine‑Tuning for Versatile Control of Video Diffusion Models
- NeurIPS 2025The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control
- NeurIPS 2025Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach
- NeurIPS 2025Training-Free Efficient Video Generation via Dynamic Token Carving
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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.