| DiFSD: Ego-Centric Fully Sparse Paradigm with Uncertainty Denoising and Iterative Refinement for Efficient End-to-End Self-Driving | Sep 15, 2024 | Autonomous DrivingBench2Drive | CodeCode Available | 1 |
| Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTM | Jun 30, 2020 | motion predictionNavigate | CodeCode Available | 1 |
| Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction | May 1, 2025 | Model Predictive ControlMotion Planning | CodeCode Available | 1 |
| Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space | Jul 15, 2022 | DiversityHuman motion prediction | CodeCode Available | 1 |
| Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors | Feb 9, 2023 | DiversityHuman motion prediction | CodeCode Available | 1 |
| Bidirectionally Deformable Motion Modulation For Video-based Human Pose Transfer | Jul 15, 2023 | motion predictionPose Transfer | CodeCode Available | 1 |
| Future Video Synthesis with Object Motion Prediction | Apr 1, 2020 | motion predictionObject | CodeCode Available | 1 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models | Jul 28, 2024 | Motion Forecastingmotion prediction | CodeCode Available | 1 |
| DLow: Diversifying Latent Flows for Diverse Human Motion Prediction | Mar 18, 2020 | DiversityHuman motion prediction | CodeCode Available | 1 |
| FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving | Apr 19, 2024 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| 3D BAT: A Semi-Automatic, Web-based 3D Annotation Toolbox for Full-Surround, Multi-Modal Data Streams | May 1, 2019 | Motion Planningmotion prediction | CodeCode Available | 1 |
| Generative Model-Enhanced Human Motion Prediction | Oct 5, 2020 | Human motion predictionmodel | CodeCode Available | 1 |
| Efficient Baselines for Motion Prediction in Autonomous Driving | Sep 6, 2023 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 |
| GRIP++: Enhanced Graph-based Interaction-aware Trajectory Prediction for Autonomous Driving | Jul 17, 2019 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| FLAME: Free-form Language-based Motion Synthesis & Editing | Sep 1, 2022 | FormMotion Generation | CodeCode Available | 1 |
| GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction | Dec 19, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Interaction-Aware Motion Planning for Autonomous Vehicles with Multi-Modal Obstacle Uncertainty Predictions | Dec 22, 2022 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 |
| Joint Learning Architecture for Multiple Object Tracking and Trajectory Forecasting | Aug 24, 2021 | motion predictionMultiple Object Tracking | CodeCode Available | 1 |
| Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction | Mar 17, 2020 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction | Jun 1, 2020 | DecoderHuman motion prediction | CodeCode Available | 1 |
| MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving | Jun 5, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction | Dec 15, 2023 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| PhysORD: A Neuro-Symbolic Approach for Physics-infused Motion Prediction in Off-road Driving | Apr 2, 2024 | motion prediction | CodeCode Available | 1 |
| Tracking without bells and whistles | Mar 13, 2019 | Motion Compensationmotion prediction | CodeCode Available | 1 |
