| MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion | Oct 4, 2024 | 4D reconstructionCamera Pose Estimation | CodeCode Available | 5 |
| Streaming 4D Visual Geometry Transformer | Jul 15, 2025 | 4D reconstructionPhilosophy | CodeCode Available | 4 |
| Easi3R: Estimating Disentangled Motion from DUSt3R Without Training | Mar 31, 2025 | 4D reconstructionCamera Pose Estimation | CodeCode Available | 4 |
| SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints | Dec 10, 2024 | 4D reconstructionVideo Generation | CodeCode Available | 4 |
| Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction | Apr 10, 2025 | 3D Reconstruction4D reconstruction | CodeCode Available | 3 |
| PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos | Mar 23, 2025 | 4D reconstructionDeformable Object Manipulation | CodeCode Available | 3 |
| Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels | May 27, 2024 | 4D reconstruction | CodeCode Available | 3 |
| MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds | May 27, 2024 | 4D reconstructionPose Estimation | CodeCode Available | 3 |
| LiDAR4D: Dynamic Neural Fields for Novel Space-time View LiDAR Synthesis | Apr 3, 2024 | 3D Reconstruction4D reconstruction | CodeCode Available | 3 |
| WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes | Mar 17, 2025 | 3D Reconstruction4D reconstruction | CodeCode Available | 2 |
| DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving | Dec 12, 2024 | 4D reconstructionAutonomous Driving | CodeCode Available | 2 |
| Driv3R: Learning Dense 4D Reconstruction for Autonomous Driving | Dec 9, 2024 | 4D reconstructionAutonomous Driving | CodeCode Available | 2 |
| Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video | Dec 9, 2024 | 3DGS4D reconstruction | CodeCode Available | 2 |
| Robot See Robot Do: Imitating Articulated Object Manipulation with Monocular 4D Reconstruction | Sep 26, 2024 | 4D reconstructionObject | CodeCode Available | 2 |
| SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction | Sep 17, 2024 | 3DGS4D reconstruction | CodeCode Available | 2 |
| Diffusion^2: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models | Apr 2, 2024 | 3D Generation4D reconstruction | CodeCode Available | 2 |
| Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking | Jan 12, 2024 | 4D reconstructionDenoising | CodeCode Available | 2 |
| SEED4D: A Synthetic Ego--Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark | Dec 1, 2024 | 2k4D reconstruction | CodeCode Available | 1 |
| NeRF-CA: Dynamic Reconstruction of X-ray Coronary Angiography with Extremely Sparse-views | Aug 29, 2024 | 4D reconstructionDynamic Reconstruction | CodeCode Available | 1 |
| S4D: Streaming 4D Real-World Reconstruction with Gaussians and 3D Control Points | Aug 23, 2024 | 3D Reconstruction4D reconstruction | CodeCode Available | 1 |
| Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian Particle | Dec 6, 2023 | 3DGS3D Reconstruction | CodeCode Available | 1 |
| ResFields: Residual Neural Fields for Spatiotemporal Signals | Sep 6, 2023 | 4D reconstructionNeRF | CodeCode Available | 1 |
| 4D Myocardium Reconstruction with Decoupled Motion and Shape Model | Aug 27, 2023 | 4D reconstructionMotion Estimation | CodeCode Available | 1 |
| Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues | May 31, 2023 | 4D reconstruction | CodeCode Available | 1 |
| LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling | Aug 18, 2022 | 3D Shape Modeling4D reconstruction | CodeCode Available | 1 |
| Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction | Mar 30, 2021 | 4D reconstruction | CodeCode Available | 1 |
| 4DSloMo: 4D Reconstruction for High Speed Scene with Asynchronous Capture | Jul 7, 2025 | 4D reconstruction | —Unverified | 0 |
| SAM4D: Segment Anything in Camera and LiDAR Streams | Jun 26, 2025 | 4D reconstructionAutonomous Driving | —Unverified | 0 |
| BulletGen: Improving 4D Reconstruction with Bullet-Time Generation | Jun 23, 2025 | 4D reconstructionDepth Estimation | —Unverified | 0 |
| 4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time | Jun 23, 2025 | 4D reconstructionGPU | —Unverified | 0 |
| 4Real-Video-V2: Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation | Jun 18, 2025 | 3D Reconstruction4D reconstruction | —Unverified | 0 |
| FaceCraft4D: Animated 3D Facial Avatar Generation from a Single Image | Apr 21, 2025 | 4D reconstruction | —Unverified | 0 |
| St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World | Apr 17, 2025 | 3D Reconstruction4D reconstruction | —Unverified | 0 |
| Vivid4D: Improving 4D Reconstruction from Monocular Video by Video Inpainting | Apr 15, 2025 | 4D reconstructionVideo Inpainting | —Unverified | 0 |
| Physics-informed 4D X-ray image reconstruction from ultra-sparse spatiotemporal data | Apr 4, 2025 | 4D reconstructionImage Reconstruction | —Unverified | 0 |
| GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors | Apr 1, 2025 | 4D reconstructionDepth Estimation | —Unverified | 0 |
| LIM: Large Interpolator Model for Dynamic Reconstruction | Mar 28, 2025 | 4D reconstructionBenchmarking | —Unverified | 0 |
| Can Video Diffusion Model Reconstruct 4D Geometry? | Mar 27, 2025 | 4D reconstructionmodel | —Unverified | 0 |
| PartRM: Modeling Part-Level Dynamics with Large Cross-State Reconstruction Model | Mar 25, 2025 | 4D reconstruction | —Unverified | 0 |
| ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models | Mar 25, 2025 | 4D reconstructionAutonomous Driving | —Unverified | 0 |
| SDD-4DGS: Static-Dynamic Aware Decoupling in Gaussian Splatting for 4D Scene Reconstruction | Mar 12, 2025 | 4D reconstruction | —Unverified | 0 |
| CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving | Mar 9, 2025 | 2D Semantic Segmentation4D reconstruction | —Unverified | 0 |
| 4D-Fly: Fast 4D Reconstruction from a Single Monocular Video | Jan 1, 2025 | 4D reconstruction | —Unverified | 0 |
| CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models | Nov 27, 2024 | 4D reconstructionNovel View Synthesis | —Unverified | 0 |
| Dynamics-Aware Gaussian Splatting Streaming Towards Fast On-the-Fly 4D Reconstruction | Nov 22, 2024 | 3DGS4D reconstruction | —Unverified | 0 |
| 4DPV: 4D Pet from Videos by Coarse-to-Fine Non-Rigid Radiance Fields | Nov 15, 2024 | 4D reconstruction | CodeCode Available | 0 |
| Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos | Nov 14, 2024 | 4D reconstructionSelf-Supervised Learning | —Unverified | 0 |
| Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos | Oct 21, 2024 | 4D reconstruction | —Unverified | 0 |
| DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation | Oct 17, 2024 | 3DGS4D reconstruction | —Unverified | 0 |
| Shape of Motion: 4D Reconstruction from a Single Video | Jul 18, 2024 | 4D reconstructionDynamic Reconstruction | —Unverified | 0 |
