| CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer | Aug 12, 2024 | Text-to-Video GenerationVideo Alignment | CodeCode Available | 11 |
| HunyuanVideo: A Systematic Framework For Large Video Generative Models | Dec 3, 2024 | Video AlignmentVideo Generation | CodeCode Available | 11 |
| HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation | May 7, 2025 | Human-Domain Subject-to-VideoSingle-Domain Subject-to-Video | CodeCode Available | 5 |
| FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds | Jul 1, 2024 | Audio GenerationVideo Alignment | CodeCode Available | 4 |
| MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions | Jul 8, 2024 | Video AlignmentVideo Generation | CodeCode Available | 4 |
| 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 |
| CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility | Mar 18, 2024 | Image InpaintingVideo Alignment | CodeCode Available | 3 |
| Video4DGen: Enhancing Video and 4D Generation through Mutual Optimization | Apr 5, 2025 | 3D GenerationVideo Alignment | 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 |
| VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment | Aug 21, 2024 | Video AlignmentVideo Editing | CodeCode Available | 2 |
| Hallo4: High-Fidelity Dynamic Portrait Animation via Direct Preference Optimization and Temporal Motion Modulation | May 29, 2025 | Portrait AnimationVideo Alignment | CodeCode Available | 2 |
| AIGCBench: Comprehensive Evaluation of Image-to-Video Content Generated by AI | Jan 3, 2024 | Video AlignmentVideo Generation | CodeCode Available | 2 |
| Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models | Mar 30, 2023 | Video AlignmentVideo Editing | CodeCode Available | 2 |
| Time-Contrastive Networks: Self-Supervised Learning from Video | Apr 23, 2017 | Metric Learningreinforcement-learning | CodeCode Available | 1 |
| Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers | Jun 15, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment | Mar 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations | Sep 8, 2024 | Emotion RecognitionMamba | CodeCode Available | 1 |
| LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation | May 17, 2025 | BenchmarkingQuestion Answering | CodeCode Available | 1 |
| Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning | Mar 28, 2022 | Action ClassificationContrastive Learning | CodeCode Available | 1 |
| DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval | Jun 10, 2025 | Image CaptioningRetrieval | CodeCode Available | 1 |
| Learning a Grammar Inducer from Massive Uncurated Instructional Videos | Oct 22, 2022 | Language AcquisitionVideo Alignment | CodeCode Available | 1 |
| EvalCrafter: Benchmarking and Evaluating Large Video Generation Models | Oct 17, 2023 | BenchmarkingLanguage Modelling | CodeCode Available | 1 |
| Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search | Jan 31, 2025 | DenoisingVideo Alignment | CodeCode Available | 1 |
| Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space | Jun 23, 2022 | Action Recognitionimage-classification | CodeCode Available | 1 |
| SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset | Jun 20, 2024 | Safety AlignmentText-to-Video Generation | CodeCode Available | 1 |
