| MTVCrafter: 4D Motion Tokenization for Open-World Human Image Animation | May 15, 2025 | Image AnimationVideo Generation | CodeCode Available | 3 |
| Training-Free Efficient Video Generation via Dynamic Token Carving | May 22, 2025 | DenoisingVideo Generation | CodeCode Available | 3 |
| DreamForge: Motion-Aware Autoregressive Video Generation for Multi-View Driving Scenes | Sep 6, 2024 | Video Generation | CodeCode Available | 3 |
| Do generative video models understand physical principles? | Jan 14, 2025 | Video Generation | CodeCode Available | 3 |
| T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback | May 29, 2024 | Video Generation | CodeCode Available | 3 |
| T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design | Oct 8, 2024 | Video AlignmentVideo Generation | CodeCode Available | 3 |
| Step-Video-TI2V Technical Report: A State-of-the-Art Text-Driven Image-to-Video Generation Model | Mar 14, 2025 | Image to Video GenerationVideo Generation | CodeCode Available | 3 |
| DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation | Dec 24, 2024 | Video EditingVideo Generation | CodeCode Available | 3 |
| DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation | Mar 11, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
| ID-Animator: Zero-Shot Identity-Preserving Human Video Generation | Apr 23, 2024 | AttributeVideo Generation | CodeCode Available | 3 |
| JoyGen: Audio-Driven 3D Depth-Aware Talking-Face Video Editing | Jan 3, 2025 | 3D ReconstructionFace Generation | CodeCode Available | 3 |
| Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation | Aug 19, 2024 | Image GenerationVideo Generation | CodeCode Available | 3 |
| DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking Head Video Generation | Oct 17, 2024 | Talking Head GenerationVideo Generation | CodeCode Available | 3 |
| Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation | Sep 27, 2023 | GPUText-to-Video Generation | CodeCode Available | 3 |
| Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances | Oct 24, 2024 | BenchmarkingImage to Video Generation | CodeCode Available | 3 |
| History-Guided Video Diffusion | Feb 10, 2025 | Video Generation | CodeCode Available | 3 |
| REDUCIO! Generating 10241024 Video within 16 Seconds using Extremely Compressed Motion Latents | Nov 20, 2024 | GPUVideo Generation | CodeCode Available | 3 |
| HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation | Jul 24, 2024 | BenchmarkingHuman Animation | CodeCode Available | 3 |
| Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models | Jun 10, 2025 | 3D Lane Detection3D Object Detection | CodeCode Available | 3 |
| ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation | Feb 6, 2024 | Image to Video GenerationVideo Generation | CodeCode Available | 3 |
| Qihoo-T2X: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Any-Task | Sep 6, 2024 | Video Generation | CodeCode Available | 3 |
| Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers | May 20, 2025 | GPUVideo Generation | CodeCode Available | 2 |
| Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation | Jul 13, 2023 | RetrievalVideo Generation | CodeCode Available | 2 |
| PresentAgent: Multimodal Agent for Presentation Video Generation | Jul 5, 2025 | text-to-speechText to Speech | CodeCode Available | 2 |
| Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising | May 29, 2023 | DenoisingImage Generation | CodeCode Available | 2 |
| PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation | Nov 30, 2024 | Text-to-Video GenerationVideo Generation | CodeCode Available | 2 |
| Generative Inbetweening through Frame-wise Conditions-Driven Video Generation | Dec 16, 2024 | Video Generation | CodeCode Available | 2 |
| ControlVideo: Training-free Controllable Text-to-Video Generation | May 22, 2023 | Image GenerationText-to-Video Generation | CodeCode Available | 2 |
| PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop | Mar 12, 2025 | DiagnosticVideo Generation | CodeCode Available | 2 |
| Progressive Autoregressive Video Diffusion Models | Oct 10, 2024 | DenoisingVideo Denoising | CodeCode Available | 2 |
| GenAI Arena: An Open Evaluation Platform for Generative Models | Jun 6, 2024 | Image GenerationInstruction Following | CodeCode Available | 2 |
| Generating Long Videos of Dynamic Scenes | Jun 7, 2022 | MORPHVideo Generation | CodeCode Available | 2 |
| Generative Diffusion Models on Graphs: Methods and Applications | Feb 6, 2023 | DenoisingGraph Generation | CodeCode Available | 2 |
| Phenaki: Variable Length Video Generation From Open Domain Textual Description | Oct 5, 2022 | DecoderVideo Generation | CodeCode Available | 2 |
| Promptus: Can Prompts Streaming Replace Video Streaming with Stable Diffusion | May 30, 2024 | Semantic CommunicationVideo Compression | CodeCode Available | 2 |
| Owl-1: Omni World Model for Consistent Long Video Generation | Dec 12, 2024 | Video Generation | CodeCode Available | 2 |
| Panacea: Panoramic and Controllable Video Generation for Autonomous Driving | Nov 28, 2023 | Autonomous DrivingVideo Generation | CodeCode Available | 2 |
| ORV: 4D Occupancy-centric Robot Video Generation | Jun 3, 2025 | Video Generation | CodeCode Available | 2 |
| FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models | Jun 24, 2024 | Video Generation | CodeCode Available | 2 |
| Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos | Jul 23, 2024 | Image GenerationPoint Tracking | CodeCode Available | 2 |
| Omni-Video: Democratizing Unified Video Understanding and Generation | Jul 8, 2025 | Video GenerationVideo Understanding | CodeCode Available | 2 |
| On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices | Feb 5, 2025 | DenoisingModel Optimization | CodeCode Available | 2 |
| FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation | Jun 10, 2025 | Image-text RetrievalQuestion Answering | CodeCode Available | 2 |
| Neighboring Autoregressive Modeling for Efficient Visual Generation | Mar 12, 2025 | Image GenerationText to Image Generation | CodeCode Available | 2 |
| AnimateAnything: Fine-Grained Open Domain Image Animation with Motion Guidance | Nov 21, 2023 | Image AnimationImage to Video Generation | CodeCode Available | 2 |
| Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs | Jun 13, 2024 | BenchmarkingQuestion Answering | CodeCode Available | 2 |
| Conditional Image-to-Video Generation with Latent Flow Diffusion Models | Mar 24, 2023 | Image to Video GenerationMotion Generation | CodeCode Available | 2 |
| Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints | Nov 26, 2024 | DenoisingImage Generation | CodeCode Available | 2 |
| FreeInit: Bridging Initialization Gap in Video Diffusion Models | Dec 12, 2023 | DenoisingText-to-Video Generation | CodeCode Available | 2 |
| On-device Sora: Enabling Training-Free Diffusion-based Text-to-Video Generation for Mobile Devices | Mar 31, 2025 | DenoisingModel Optimization | CodeCode Available | 2 |
