| HyperMotion: DiT-Based Pose-Guided Human Image Animation of Complex Motions | May 29, 2025 | Image AnimationVideo Generation | CodeCode Available | 2 |
| Video-GPT via Next Clip Diffusion | May 18, 2025 | DenoisingImage Animation | CodeCode Available | 1 |
| MTVCrafter: 4D Motion Tokenization for Open-World Human Image Animation | May 15, 2025 | Image AnimationVideo Generation | CodeCode Available | 3 |
| TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection | May 13, 2025 | DisentanglementFace Swapping | CodeCode Available | 1 |
| Taming Consistency Distillation for Accelerated Human Image Animation | Apr 15, 2025 | DenoisingImage Animation | —Unverified | 0 |
| UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer | Apr 15, 2025 | Image Animation | CodeCode Available | 4 |
| Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images | Apr 4, 2025 | Image AnimationMotion Estimation | CodeCode Available | 1 |
| DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance | Apr 2, 2025 | Human AnimationImage Animation | —Unverified | 0 |
| DynamiCtrl: Rethinking the Basic Structure and the Role of Text for High-quality Human Image Animation | Mar 27, 2025 | DenoisingHuman Animation | CodeCode Available | 2 |
| EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation | Mar 24, 2025 | BenchmarkingData Augmentation | —Unverified | 0 |
| X-Dancer: Expressive Music to Human Dance Video Generation | Feb 24, 2025 | Image AnimationVideo Generation | —Unverified | 0 |
| SkyReels-A1: Expressive Portrait Animation in Video Diffusion Transformers | Feb 15, 2025 | Image AnimationPortrait Animation | CodeCode Available | 4 |
| VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer | Feb 9, 2025 | Image AnimationInstance Segmentation | —Unverified | 0 |
| Every Image Listens, Every Image Dances: Music-Driven Image Animation | Jan 30, 2025 | Image AnimationVideo Generation | —Unverified | 0 |
| X-Dyna: Expressive Dynamic Human Image Animation | Jan 17, 2025 | Image Animation | CodeCode Available | 3 |
| Joint Learning of Depth and Appearance for Portrait Image Animation | Jan 15, 2025 | Image AnimationImage Manipulation | —Unverified | 0 |
| Perception-as-Control: Fine-grained Controllable Image Animation with 3D-aware Motion Representation | Jan 9, 2025 | Image AnimationObject | —Unverified | 0 |
| Consistent and Controllable Image Animation with Motion Diffusion Models | Jan 1, 2025 | Image AnimationVideo Editing | —Unverified | 0 |
| MotiF: Making Text Count in Image Animation with Motion Focal Loss | Dec 20, 2024 | Image AnimationMotion Generation | —Unverified | 0 |
| DisPose: Disentangling Pose Guidance for Controllable Human Image Animation | Dec 12, 2024 | Image Animation | CodeCode Available | 3 |
| FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait | Dec 2, 2024 | Image AnimationVideo Generation | —Unverified | 0 |
| Hallo3: Highly Dynamic and Realistic Portrait Image Animation with Video Diffusion Transformer | Dec 1, 2024 | Image AnimationPortrait Animation | CodeCode Available | 5 |
| StableAnimator: High-Quality Identity-Preserving Human Image Animation | Nov 26, 2024 | DenoisingFace Reenactment | CodeCode Available | 5 |
| LetsTalk: Latent Diffusion Transformer for Talking Video Synthesis | Nov 24, 2024 | DiversityImage Animation | —Unverified | 0 |
| 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 |
| TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation | Oct 31, 2024 | Image Animation | —Unverified | 0 |
| FrameBridge: Improving Image-to-Video Generation with Bridge Models | Oct 20, 2024 | Image AnimationImage to Video Generation | —Unverified | 0 |
| Animate-X: Universal Character Image Animation with Enhanced Motion Representation | Oct 14, 2024 | AttributeImage Animation | —Unverified | 0 |
| Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation | Oct 10, 2024 | 4kImage Animation | CodeCode Available | 7 |
| High Quality Human Image Animation using Regional Supervision and Motion Blur Condition | Sep 29, 2024 | Human AnimationImage Animation | —Unverified | 0 |
| Dormant: Defending against Pose-driven Human Image Animation | Sep 22, 2024 | Image AnimationVideo Generation | CodeCode Available | 0 |
| HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation | Jul 24, 2024 | BenchmarkingHuman Animation | CodeCode Available | 3 |
| Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models | Jul 22, 2024 | Image Animation | CodeCode Available | 3 |
| TCAN: Animating Human Images with Temporally Consistent Pose Guidance using Diffusion Models | Jul 12, 2024 | Image Animation | —Unverified | 0 |
| EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions | Jul 11, 2024 | Image Animation | CodeCode Available | 7 |
| LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control | Jul 3, 2024 | Computational EfficiencyFace Reenactment | CodeCode Available | 11 |
| AniFaceDiff: Animating Stylized Avatars via Parametric Conditioned Diffusion Models | Jun 19, 2024 | Image Animation | —Unverified | 0 |
| Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation | Jun 13, 2024 | DiversityImage Animation | CodeCode Available | 9 |
| Follow-Your-Pose v2: Multiple-Condition Guided Character Image Animation for Stable Pose Control | Jun 5, 2024 | Image AnimationVideo Generation | —Unverified | 0 |
| UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation | Jun 3, 2024 | Image AnimationVideo Generation | 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 |
| MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion | May 30, 2024 | DenoisingGPU | CodeCode Available | 3 |
| VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation | May 28, 2024 | Image Animation | —Unverified | 0 |
| Controllable Longer Image Animation with Diffusion Models | May 27, 2024 | Image Animationmotion prediction | —Unverified | 0 |
| Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance | Mar 21, 2024 | Animated GIF GenerationImage Animation | CodeCode Available | 7 |
| Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts | Mar 13, 2024 | Image AnimationImage to Video Generation | CodeCode Available | 4 |
| Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation | Mar 5, 2024 | DenoisingImage Animation | —Unverified | 0 |
| Continuous Piecewise-Affine Based Motion Model for Image Animation | Jan 17, 2024 | Image Animation | CodeCode Available | 1 |
| Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions | Jan 3, 2024 | Image AnimationVideo Editing | CodeCode Available | 1 |
| LAMP: Learn A Motion Pattern for Few-Shot Video Generation | Jan 1, 2024 | GPUImage Animation | —Unverified | 0 |
