| FADE: Frequency-Aware Diffusion Model Factorization for Video Editing | Jun 6, 2025 | Video Editing | CodeCode Available | 1 |
| Zero-to-Hero: Zero-Shot Initialization Empowering Reference-Based Video Appearance Editing | May 29, 2025 | Optical Flow EstimationVideo Editing | CodeCode Available | 1 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction | Mar 26, 2025 | Instruction FollowingVideo Editing | CodeCode Available | 1 |
| Enhancing Low-Cost Video Editing with Lightweight Adaptors and Temporal-Aware Inversion | Jan 8, 2025 | Video Editing | CodeCode Available | 1 |
| DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes | Dec 27, 2024 | Autonomous DrivingNovel View Synthesis | CodeCode Available | 1 |
| Re-Attentional Controllable Video Diffusion Editing | Dec 16, 2024 | DenoisingVideo Editing | CodeCode Available | 1 |
| OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models | Nov 15, 2024 | Optical Flow EstimationText-to-Video Generation | CodeCode Available | 1 |
| Rethinking the Architecture Design for Efficient Generic Event Boundary Detection | Jul 17, 2024 | Boundary DetectionGeneric Event Boundary Detection | CodeCode Available | 1 |
| MVOC: a training-free multiple video object composition method with diffusion models | Jun 22, 2024 | Image to Video GenerationObject | CodeCode Available | 1 |
| COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing | Jun 13, 2024 | DenoisingGPU | CodeCode Available | 1 |
| Streaming Video Diffusion: Online Video Editing with Diffusion Models | May 30, 2024 | Video Editing | CodeCode Available | 1 |
| RACCooN: A Versatile Instructional Video Editing Framework with Auto-Generated Narratives | May 28, 2024 | AttributeVideo Editing | CodeCode Available | 1 |
| AICL: Action In-Context Learning for Video Diffusion Model | Mar 18, 2024 | Action GenerationIn-Context Learning | CodeCode Available | 1 |
| EffiVED:Efficient Video Editing via Text-instruction Diffusion Models | Mar 18, 2024 | Video Editing | CodeCode Available | 1 |
| FED-NeRF: Achieve High 3D Consistency and Temporal Coherence for Face Video Editing on Dynamic NeRF | Jan 5, 2024 | NeRFVideo Editing | CodeCode Available | 1 |
| Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions | Jan 3, 2024 | Image AnimationVideo Editing | CodeCode Available | 1 |
| Implicit Motion Function | Jan 1, 2024 | DecoderOptical Flow Estimation | CodeCode Available | 1 |
| A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing | Dec 10, 2023 | Video Editing | CodeCode Available | 1 |
| MotionCrafter: One-Shot Motion Customization of Diffusion Models | Dec 8, 2023 | DisentanglementMotion Disentanglement | CodeCode Available | 1 |
| MagicStick: Controllable Video Editing via Control Handle Transformations | Dec 5, 2023 | Video EditingVideo Generation | CodeCode Available | 1 |
| BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models | Dec 5, 2023 | Image GenerationModel Selection | CodeCode Available | 1 |
| DragVideo: Interactive Drag-style Video Editing | Dec 3, 2023 | Video EditingVideo Generation | CodeCode Available | 1 |
| VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models | Dec 1, 2023 | Video EditingVideo Generation | CodeCode Available | 1 |
| MotionEditor: Editing Video Motion via Content-Aware Diffusion | Nov 30, 2023 | Video Editing | CodeCode Available | 1 |
