| LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control | Jul 3, 2024 | Computational EfficiencyFace Reenactment | CodeCode Available | 11 |
| Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation | Jun 13, 2024 | DiversityImage Animation | CodeCode Available | 9 |
| Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance | Mar 21, 2024 | Animated GIF GenerationImage Animation | CodeCode Available | 7 |
| EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions | Jul 11, 2024 | Image Animation | CodeCode Available | 7 |
| Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation | Oct 10, 2024 | 4kImage Animation | CodeCode Available | 7 |
| SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation | Nov 22, 2022 | Image AnimationTalking Head Generation | CodeCode Available | 6 |
| StableAnimator: High-Quality Identity-Preserving Human Image Animation | Nov 26, 2024 | DenoisingFace Reenactment | CodeCode Available | 5 |
| Hallo3: Highly Dynamic and Realistic Portrait Image Animation with Video Diffusion Transformer | Dec 1, 2024 | Image AnimationPortrait Animation | CodeCode Available | 5 |
| JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation | Nov 14, 2024 | Image AnimationMotion Generation | CodeCode Available | 4 |
| DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors | Oct 18, 2023 | Image Animation | CodeCode Available | 4 |
| MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model | May 30, 2024 | Image AnimationVideo Generation | CodeCode Available | 4 |
| Thin-Plate Spline Motion Model for Image Animation | Mar 27, 2022 | Face ReenactmentImage Animation | CodeCode Available | 4 |
| Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts | Mar 13, 2024 | Image AnimationImage to Video Generation | CodeCode Available | 4 |
| SkyReels-A1: Expressive Portrait Animation in Video Diffusion Transformers | Feb 15, 2025 | Image AnimationPortrait Animation | CodeCode Available | 4 |
| UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer | Apr 15, 2025 | Image Animation | CodeCode Available | 4 |
| UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation | Jun 3, 2024 | Image AnimationVideo Generation | CodeCode Available | 4 |
| HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation | Jul 24, 2024 | BenchmarkingHuman Animation | CodeCode Available | 3 |
| MTVCrafter: 4D Motion Tokenization for Open-World Human Image Animation | May 15, 2025 | Image AnimationVideo Generation | CodeCode Available | 3 |
| Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models | Jul 22, 2024 | Image Animation | CodeCode Available | 3 |
| MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model | Nov 27, 2023 | Image Animation | CodeCode Available | 3 |
| DisPose: Disentangling Pose Guidance for Controllable Human Image Animation | Dec 12, 2024 | Image Animation | CodeCode Available | 3 |
| MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion | May 30, 2024 | DenoisingGPU | CodeCode Available | 3 |
| First Order Motion Model for Image Animation | Feb 29, 2020 | Image Animationmodel | CodeCode Available | 3 |
| X-Dyna: Expressive Dynamic Human Image Animation | Jan 17, 2025 | Image Animation | CodeCode Available | 3 |
| AnimateZero: Video Diffusion Models are Zero-Shot Image Animators | Dec 6, 2023 | Image AnimationVideo Generation | CodeCode Available | 2 |
| Neural Fields in Visual Computing and Beyond | Nov 22, 2021 | 3D ReconstructionImage Animation | CodeCode Available | 2 |
| AnimateAnything: Fine-Grained Open Domain Image Animation with Motion Guidance | Nov 21, 2023 | Image AnimationImage to Video Generation | CodeCode Available | 2 |
| PIA: Your Personalized Image Animator via Plug-and-Play Modules in Text-to-Image Models | Dec 21, 2023 | Image Animation | CodeCode Available | 2 |
| AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning | Jul 10, 2023 | Image Animation | CodeCode Available | 2 |
| Text-Guided Synthesis of Eulerian Cinemagraphs | Jul 6, 2023 | Image Animation | CodeCode Available | 2 |
| DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation | Mar 27, 2025 | DenoisingHuman Animation | CodeCode Available | 2 |
| HyperMotion: DiT-Based Pose-Guided Human Image Animation of Complex Motions | May 29, 2025 | Image AnimationVideo Generation | CodeCode Available | 2 |
| LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation | Oct 16, 2023 | GPUImage Animation | CodeCode Available | 2 |
| Motion Transformer for Unsupervised Image Animation | Sep 28, 2022 | Image Animation | CodeCode Available | 1 |
| Latent Image Animator: Learning to animate image via latent space navigation | Sep 29, 2021 | Image AnimationVideo Generation | CodeCode Available | 1 |
| Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation | Aug 27, 2020 | Image AnimationImage Generation | CodeCode Available | 1 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions | Jan 3, 2024 | Image AnimationVideo Editing | CodeCode Available | 1 |
| Move As You Like: Image Animation in E-Commerce Scenario | Dec 19, 2021 | Image Animation | CodeCode Available | 1 |
| Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images | Apr 4, 2025 | Image AnimationMotion Estimation | CodeCode Available | 1 |
| Image Animation with Perturbed Masks | Nov 13, 2020 | Image Animation | CodeCode Available | 1 |
| Single Stage Virtual Try-on via Deformable Attention Flows | Jul 19, 2022 | Image AnimationVirtual Try-on | CodeCode Available | 1 |
| Continuous Piecewise-Affine Based Motion Model for Image Animation | Jan 17, 2024 | Image Animation | CodeCode Available | 1 |
| Video-GPT via Next Clip Diffusion | May 18, 2025 | DenoisingImage Animation | CodeCode Available | 1 |
| TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection | May 13, 2025 | DisentanglementFace Swapping | CodeCode Available | 1 |
| Transfer Learning on Manifolds via Learned Transport Operators | Jan 1, 2018 | Data AugmentationFew-Shot Image Classification | —Unverified | 0 |
| 3D GAN Inversion for Controllable Portrait Image Animation | Mar 25, 2022 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| AniFaceDiff: Animating Stylized Avatars via Parametric Conditioned Diffusion Models | Jun 19, 2024 | Image Animation | —Unverified | 0 |
| Animate-X: Universal Character Image Animation with Enhanced Motion Representation | Oct 14, 2024 | AttributeImage Animation | —Unverified | 0 |
| Animation of 3D Human Model Using Markerless Motion Capture Applied To Sports | Feb 11, 2014 | Image AnimationMarkerless Motion Capture | —Unverified | 0 |
