| Tracking Everything Everywhere All at Once | Jun 8, 2023 | AllMotion Estimation | CodeCode Available | 4 |
| Thin-Plate Spline Motion Model for Image Animation | Mar 27, 2022 | Face ReenactmentImage Animation | CodeCode Available | 4 |
| TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement | Jun 14, 2023 | GPUMotion Estimation | CodeCode Available | 3 |
| Event-Enhanced Blurry Video Super-Resolution | Apr 17, 2025 | DeblurringMotion Estimation | CodeCode Available | 3 |
| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians | Dec 4, 2023 | Motion Estimation | CodeCode Available | 2 |
| Holistic Fusion: Task- and Setup-Agnostic Robot Localization and State Estimation with Factor Graphs | Apr 8, 2025 | Motion EstimationSensor Fusion | CodeCode Available | 2 |
| MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting | Oct 10, 2024 | 3D ReconstructionDynamic Reconstruction | CodeCode Available | 2 |
| Decomposition Betters Tracking Everything Everywhere | Jul 9, 2024 | Motion EstimationPoint Tracking | CodeCode Available | 2 |
| Splat-LOAM: Gaussian Splatting LiDAR Odometry and Mapping | Mar 21, 2025 | GPUMotion Estimation | CodeCode Available | 2 |
| Neural Ray Surfaces for Self-Supervised Learning of Depth and Ego-motion | Aug 15, 2020 | Depth EstimationMotion Estimation | CodeCode Available | 2 |
| MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction | Dec 12, 2024 | 3D ReconstructionMotion Estimation | CodeCode Available | 2 |
| SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding | May 22, 2025 | Motion EstimationQuestion Answering | CodeCode Available | 2 |
| Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories | Apr 8, 2022 | Motion EstimationObject Tracking | CodeCode Available | 2 |
| IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera | Oct 10, 2024 | Motion EstimationNeRF | CodeCode Available | 2 |
| CMax-SLAM: Event-based Rotational-Motion Bundle Adjustment and SLAM System using Contrast Maximization | Mar 12, 2024 | Motion Estimation | CodeCode Available | 2 |
| RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud | Sep 18, 2023 | Motion EstimationMotion Segmentation | CodeCode Available | 2 |
| OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction | Mar 15, 2022 | 3D ReconstructionGraph Neural Network | CodeCode Available | 2 |
| BiM-VFI: directional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions | Dec 16, 2024 | Knowledge DistillationMotion Estimation | CodeCode Available | 2 |
| Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics | Jul 11, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 2 |
| Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV | Mar 3, 2024 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 2 |
| ETAP: Event-based Tracking of Any Point | Nov 28, 2024 | Motion Estimation | CodeCode Available | 2 |
| Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video | Jan 24, 2025 | 3D ReconstructionBenchmarking | CodeCode Available | 2 |
| Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos | Oct 22, 2020 | Image MattingMotion Estimation | CodeCode Available | 2 |
| EchoTracker: Advancing Myocardial Point Tracking in Echocardiography | May 14, 2024 | DiagnosticMotion Estimation | CodeCode Available | 2 |
| Enhanced Bi-directional Motion Estimation for Video Frame Interpolation | Jun 17, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| A Multi-spectral Dataset for Evaluating Motion Estimation Systems | Jul 1, 2020 | Motion EstimationStereo Matching | CodeCode Available | 1 |
| 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface | May 5, 2021 | Motion Estimation | CodeCode Available | 1 |
| 4D Myocardium Reconstruction with Decoupled Motion and Shape Model | Aug 27, 2023 | 4D reconstructionMotion Estimation | CodeCode Available | 1 |
| End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression | Dec 17, 2021 | Motion EstimationMS-SSIM | CodeCode Available | 1 |
| EndoMUST: Monocular Depth Estimation for Robotic Endoscopy via End-to-end Multi-step Self-supervised Training | Jun 19, 2025 | Depth EstimationIntrinsic Image Decomposition | CodeCode Available | 1 |
| Entropy Minimisation Framework for Event-based Vision Model Estimation | Aug 1, 2020 | Event-based visionMotion Compensation | CodeCode Available | 1 |
| Efficient Feature Extraction for High-resolution Video Frame Interpolation | Nov 25, 2022 | 4kDimensionality Reduction | CodeCode Available | 1 |
| Efficient Neural Implicit Representation for 3D Human Reconstruction | Oct 23, 2024 | 3D Human ReconstructionComputational Efficiency | CodeCode Available | 1 |
| DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and Tracking | Mar 29, 2023 | 3D Object DetectionDepth Estimation | CodeCode Available | 1 |
| DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow | Apr 5, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos | Mar 3, 2020 | Autonomous DrivingMonocular Depth Estimation | CodeCode Available | 1 |
| Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss | Oct 15, 2024 | Motion Estimation | CodeCode Available | 1 |
| EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices | Dec 14, 2021 | Motion Estimation | CodeCode Available | 1 |
| Deep Orientation Uncertainty Learning based on a Bingham Loss | May 1, 2020 | Motion EstimationPose Estimation | CodeCode Available | 1 |
| SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics | Mar 11, 2024 | 2D Object Detection3D Object Detection | CodeCode Available | 1 |
| Deep Blind Video Super-resolution | Mar 10, 2020 | Image DeconvolutionImage Restoration | CodeCode Available | 1 |
| DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks | May 21, 2018 | Motion Estimation | CodeCode Available | 1 |
| AirDOS: Dynamic SLAM benefits from Articulated Objects | Sep 21, 2021 | Camera Pose EstimationMotion Estimation | CodeCode Available | 1 |
| DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation | May 14, 2020 | 3D ReconstructionFacial Expression Recognition | CodeCode Available | 1 |
| DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning | Sep 25, 2023 | Deep LearningMotion Estimation | CodeCode Available | 1 |
| Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach | Jul 25, 2020 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 |
| Distracting Downpour: Adversarial Weather Attacks for Motion Estimation | May 11, 2023 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| CUAHN-VIO: Content-and-Uncertainty-Aware Homography Network for Visual-Inertial Odometry | Aug 30, 2022 | Motion EstimationNavigate | CodeCode Available | 1 |
