| Driv3R: Learning Dense 4D Reconstruction for Autonomous Driving | Dec 9, 2024 | 4D reconstructionAutonomous Driving | CodeCode Available | 2 |
| SEED4D: A Synthetic Ego--Exo Dynamic 4D Data Generator, Driving Dataset and Benchmark | Dec 1, 2024 | 2k4D reconstruction | CodeCode Available | 1 |
| 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 |
| MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion | Oct 4, 2024 | 4D reconstructionCamera Pose Estimation | CodeCode Available | 5 |
| 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 |
| 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 |
| Shape of Motion: 4D Reconstruction from a Single Video | Jul 18, 2024 | 4D reconstructionDynamic Reconstruction | —Unverified | 0 |
| GFlow: Recovering 4D World from Monocular Video | May 28, 2024 | 4D reconstructionNovel View Synthesis | —Unverified | 0 |
| MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds | May 27, 2024 | 4D reconstructionPose Estimation | CodeCode Available | 3 |
| Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels | May 27, 2024 | 4D reconstruction | CodeCode Available | 3 |
| MagicPose4D: Crafting Articulated Models with Appearance and Motion Control | May 22, 2024 | 4D reconstructionMotion Generation | —Unverified | 0 |
| LiDAR4D: Dynamic Neural Fields for Novel Space-time View LiDAR Synthesis | Apr 3, 2024 | 3D Reconstruction4D reconstruction | CodeCode Available | 3 |
| 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 |
| Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian Particle | Dec 6, 2023 | 3DGS3D Reconstruction | CodeCode Available | 1 |
| Fast Point Cloud to Mesh Reconstruction for Deformable Object Tracking | Nov 5, 2023 | 3D Reconstruction4D reconstruction | —Unverified | 0 |
| Spatiotemporal Image Reconstruction to Enable High-Frame Rate Dynamic Photoacoustic Tomography with Rotating-Gantry Volumetric Imagers | Oct 1, 2023 | 4D reconstructionImage Reconstruction | —Unverified | 0 |
| ResFields: Residual Neural Fields for Spatiotemporal Signals | Sep 6, 2023 | 4D reconstructionNeRF | CodeCode Available | 1 |
