| 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 |
| Event-Enhanced Blurry Video Super-Resolution | Apr 17, 2025 | DeblurringMotion Estimation | CodeCode Available | 3 |
| TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement | Jun 14, 2023 | GPUMotion Estimation | CodeCode Available | 3 |
| VRT: A Video Restoration Transformer | Jan 28, 2022 | DeblurringDenoising | CodeCode Available | 3 |
| SpatialScore: Towards Unified Evaluation for Multimodal Spatial Understanding | May 22, 2025 | Motion EstimationQuestion Answering | 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 |
| Splat-LOAM: Gaussian Splatting LiDAR Odometry and Mapping | Mar 21, 2025 | GPUMotion 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 |
| BiM-VFI: directional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions | Dec 16, 2024 | Knowledge DistillationMotion 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 |
| ETAP: Event-based Tracking of Any Point | Nov 28, 2024 | Motion Estimation | CodeCode Available | 2 |
| MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting | Oct 10, 2024 | 3D ReconstructionDynamic Reconstruction | CodeCode Available | 2 |
| IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera | Oct 10, 2024 | Motion EstimationNeRF | CodeCode Available | 2 |
| Decomposition Betters Tracking Everything Everywhere | Jul 9, 2024 | Motion EstimationPoint Tracking | CodeCode Available | 2 |
| EchoTracker: Advancing Myocardial Point Tracking in Echocardiography | May 14, 2024 | DiagnosticMotion Estimation | 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 |
| Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV | Mar 3, 2024 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 2 |
| GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians | Dec 4, 2023 | 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 |
| 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 |
| Particle Video Revisited: Tracking Through Occlusions Using Point Trajectories | Apr 8, 2022 | Motion EstimationObject Tracking | CodeCode Available | 2 |
| OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction | Mar 15, 2022 | 3D ReconstructionGraph Neural Network | CodeCode Available | 2 |
| Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos | Oct 22, 2020 | Image MattingMotion 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 |
| HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking | Jul 10, 2025 | Motion EstimationObject Tracking | 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 |
| Spatio-Temporal State Space Model For Efficient Event-Based Optical Flow | Jun 9, 2025 | Computational EfficiencyEvent-based Optical Flow | CodeCode Available | 1 |
| UMotion: Uncertainty-driven Human Motion Estimation from Inertial and Ultra-wideband Units | May 14, 2025 | Motion EstimationPose Estimation | CodeCode Available | 1 |
| Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images | Apr 4, 2025 | Image AnimationMotion Estimation | CodeCode Available | 1 |
| Universal Online Temporal Calibration for Optimization-based Visual-Inertial Navigation Systems | Jan 3, 2025 | Motion Estimation | CodeCode Available | 1 |
| Efficient Neural Implicit Representation for 3D Human Reconstruction | Oct 23, 2024 | 3D Human ReconstructionComputational Efficiency | CodeCode Available | 1 |
| Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss | Oct 15, 2024 | Motion Estimation | CodeCode Available | 1 |
| High-Efficiency Neural Video Compression via Hierarchical Predictive Learning | Oct 3, 2024 | Motion EstimationVideo Compression | CodeCode Available | 1 |
| MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI | Sep 14, 2024 | Motion Estimation | CodeCode Available | 1 |
| On the Benefits of Visual Stabilization for Frame- and Event-based Perception | Aug 28, 2024 | Event-based visionMotion Estimation | CodeCode Available | 1 |
| Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation | Jul 15, 2024 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| ScaleFlow++: Robust and Accurate Estimation of 3D Motion from Video | Jul 13, 2024 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 |
| I^2VC: A Unified Framework for Intra- & Inter-frame Video Compression | May 23, 2024 | DenoisingFeature Compression | CodeCode Available | 1 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation | Apr 23, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| PeLiCal: Targetless Extrinsic Calibration via Penetrating Lines for RGB-D Cameras with Limited Co-visibility | Apr 22, 2024 | Motion Estimation | CodeCode Available | 1 |
| Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring | Apr 19, 2024 | DeblurringMotion Estimation | CodeCode Available | 1 |
| A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals | Apr 7, 2024 | Motion 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 |
| Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation | Mar 10, 2024 | 3D Pose EstimationMotion Estimation | CodeCode Available | 1 |
| Consistent and Asymptotically Statistically-Efficient Solution to Camera Motion Estimation | Mar 2, 2024 | CPUMotion Estimation | CodeCode Available | 1 |
| A gradient-based approach to fast and accurate head motion compensation in cone-beam CT | Jan 17, 2024 | AnatomyMotion Compensation | CodeCode Available | 1 |
| Event-Based Visual Odometry on Non-Holonomic Ground Vehicles | Jan 17, 2024 | Event-based Motion EstimationMotion Estimation | CodeCode Available | 1 |
| RMS: Redundancy-Minimizing Point Cloud Sampling for Real-Time Pose Estimation | Dec 12, 2023 | Motion EstimationPose Estimation | CodeCode Available | 1 |
