| DFVEdit: Conditional Delta Flow Vector for Zero-shot Video Editing | Jun 26, 2025 | Video EditingVideo Generation | —Unverified | 0 |
| Let Your Video Listen to Your Music! | Jun 23, 2025 | GPUMusic Generation | —Unverified | 0 |
| Causally Steered Diffusion for Automated Video Counterfactual Generation | Jun 17, 2025 | counterfactualVideo Editing | CodeCode Available | 0 |
| LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning | Jun 11, 2025 | Video Editing | —Unverified | 0 |
| RoboSwap: A GAN-driven Video Diffusion Framework For Unsupervised Robot Arm Swapping | Jun 10, 2025 | Video Editing | —Unverified | 0 |
| Super Encoding Network: Recursive Association of Multi-Modal Encoders for Video Understanding | Jun 9, 2025 | Contrastive LearningVideo Editing | —Unverified | 0 |
| FADE: Frequency-Aware Diffusion Model Factorization for Video Editing | Jun 6, 2025 | Video Editing | CodeCode Available | 1 |
| FlowDirector: Training-Free Flow Steering for Precise Text-to-Video Editing | Jun 5, 2025 | Text-to-Video EditingVideo Editing | —Unverified | 0 |
| FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers | Jun 4, 2025 | Video EditingVideo Generation | —Unverified | 0 |
| MiniMax-Remover: Taming Bad Noise Helps Video Object Removal | May 30, 2025 | Video EditingVideo Generation | —Unverified | 0 |
| Video Editing for Audio-Visual Dubbing | May 29, 2025 | Video Editing | CodeCode Available | 0 |
| Zero-to-Hero: Zero-Shot Initialization Empowering Reference-Based Video Appearance Editing | May 29, 2025 | Optical Flow EstimationVideo Editing | CodeCode Available | 1 |
| TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs | May 26, 2025 | BenchmarkingLarge Language Model | —Unverified | 0 |
| SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation | May 25, 2025 | Video EditingVideo Generation | —Unverified | 0 |
| REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing | May 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations | May 18, 2025 | Video EditingVideo Understanding | —Unverified | 0 |
| DAPE: Dual-Stage Parameter-Efficient Fine-Tuning for Consistent Video Editing with Diffusion Models | May 11, 2025 | parameter-efficient fine-tuningVideo Alignment | —Unverified | 0 |
| Video Forgery Detection for Surveillance Cameras: A Review | May 4, 2025 | Frame Duplication DetectionMisinformation | —Unverified | 0 |
| A Rusty Link in the AI Supply Chain: Detecting Evil Configurations in Model Repositories | May 2, 2025 | Code GenerationText Generation | —Unverified | 0 |
| Controllable Weather Synthesis and Removal with Video Diffusion Models | May 1, 2025 | Video Editing | —Unverified | 0 |
| Visual Prompting for One-shot Controllable Video Editing without Inversion | Apr 19, 2025 | Video EditingVisual Prompting | —Unverified | 0 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| Understanding Attention Mechanism in Video Diffusion Models | Apr 16, 2025 | Video Editing | —Unverified | 0 |
| Analysis of Attention in Video Diffusion Transformers | Apr 14, 2025 | Video Editing | —Unverified | 0 |
| CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models | Apr 13, 2025 | Video EditingVideo Generation | —Unverified | 0 |
