| MovieCuts: A New Dataset and Benchmark for Cut Type Recognition | Sep 12, 2021 | Video EditingVocal Bursts Type Prediction | 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 |
| MotionEditor: Editing Video Motion via Content-Aware Diffusion | Nov 30, 2023 | Video Editing | CodeCode Available | 1 |
| Combating Online Misinformation Videos: Characterization, Detection, and Future Directions | Feb 7, 2023 | MisinformationRecommendation Systems | CodeCode Available | 1 |
| DragVideo: Interactive Drag-style Video Editing | Dec 3, 2023 | Video EditingVideo Generation | CodeCode Available | 1 |
| dugMatting: Decomposed-Uncertainty-Guided Matting | Jun 2, 2023 | Image MattingVideo Editing | CodeCode Available | 1 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 |
| MagicStick: Controllable Video Editing via Control Handle Transformations | Dec 5, 2023 | Video EditingVideo Generation | CodeCode Available | 1 |
| Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward | Sep 25, 2022 | DecoderVideo Editing | CodeCode Available | 1 |
| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 |
| LOVECon: Text-driven Training-Free Long Video Editing with ControlNet | Oct 15, 2023 | Style TransferVideo Editing | CodeCode Available | 1 |
| Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions | Jan 3, 2024 | Image AnimationVideo Editing | CodeCode Available | 1 |
| CCEdit: Creative and Controllable Video Editing via Diffusion Models | Sep 28, 2023 | Image GenerationText-to-Image Generation | CodeCode Available | 1 |
| Layered Neural Atlases for Consistent Video Editing | Sep 23, 2021 | Style TransferVideo Editing | CodeCode Available | 1 |
| Patch-based Object-centric Transformers for Efficient Video Generation | Jun 8, 2022 | ObjectVideo Editing | CodeCode Available | 1 |
| Learning to Cut by Watching Movies | Aug 9, 2021 | Contrastive LearningVideo Editing | CodeCode Available | 1 |
| LEO: Generative Latent Image Animator for Human Video Synthesis | May 6, 2023 | DisentanglementVideo Editing | 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 |
| FADE: Frequency-Aware Diffusion Model Factorization for Video Editing | Jun 6, 2025 | Video Editing | CodeCode Available | 1 |
| Implicit Motion Function | Jan 1, 2024 | DecoderOptical Flow Estimation | CodeCode Available | 1 |
| Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models | Oct 2, 2023 | AttributeOptical Flow Estimation | CodeCode Available | 1 |
| InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction | Mar 26, 2025 | Instruction FollowingVideo 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 |
| A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing | Dec 10, 2023 | Video Editing | CodeCode Available | 1 |
| Deformable Sprites for Unsupervised Video Decomposition | Apr 14, 2022 | Video Editing | CodeCode Available | 1 |
