| A Spatio-temporal Transformer for 3D Human Motion Prediction | Apr 18, 2020 | Human motion predictionmotion prediction | CodeCode Available | 1 | 5 |
| A Lightweight and Detector-free 3D Single Object Tracker on Point Clouds | Mar 8, 2022 | 3D Single Object Trackingmotion prediction | CodeCode Available | 1 | 5 |
| GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction | Dec 19, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 | 5 |
| FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving | Apr 19, 2024 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 | 5 |
| Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction | Aug 17, 2023 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 | 5 |
| Back to MLP: A Simple Baseline for Human Motion Prediction | Jul 4, 2022 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 | 5 |
| Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting | Feb 21, 2024 | Autonomous DrivingHuman motion prediction | CodeCode Available | 1 | 5 |
| GIN: Graph-based Interaction-aware Constraint Policy Optimization for Autonomous Driving | Jun 3, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| AGI-Elo: How Far Are We From Mastering A Task? | May 19, 2025 | Code GenerationImage Classification | CodeCode Available | 1 | 5 |
| BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction | Nov 25, 2022 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning | Jul 20, 2022 | Action DetectionAction Recognition | CodeCode Available | 1 | 5 |
| Best Practices for 2-Body Pose Forecasting | Apr 12, 2023 | Human Pose ForecastingMotion Forecasting | CodeCode Available | 1 | 5 |
| Motion Prediction Using Trajectory Cues | Jan 1, 2021 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| MMVP: Motion-Matrix-based Video Prediction | Aug 30, 2023 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty | Oct 4, 2024 | Motion ForecastingMotion Generation | CodeCode Available | 1 | 5 |
| MotionAug: Augmentation with Physical Correction for Human Motion Prediction | Mar 17, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Maneuver-based Anchor Trajectory Hypotheses at Roundabouts | Apr 22, 2021 | Decodermotion prediction | CodeCode Available | 1 | 5 |
| Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction | Jun 1, 2020 | DecoderHuman motion prediction | CodeCode Available | 1 | 5 |
| EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning | Mar 20, 2023 | Human Pose Forecastingmotion prediction | CodeCode Available | 1 | 5 |
| Masked Motion Predictors are Strong 3D Action Representation Learners | Aug 14, 2023 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 | 5 |
| MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving | Jun 5, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors | Feb 9, 2023 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker | May 2, 2022 | motion predictionMulti-Object Tracking | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction | Apr 4, 2022 | Human motion predictionmotion prediction | CodeCode Available | 1 | 5 |
| Large Language Models Powered Context-aware Motion Prediction in Autonomous Driving | Mar 17, 2024 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Collaborative Motion Prediction via Neural Motion Message Passing | Mar 14, 2020 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 | 5 |
| Annealed Winner-Takes-All for Motion Forecasting | Sep 17, 2024 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| Joint-Relation Transformer for Multi-Person Motion Prediction | Aug 9, 2023 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets | Aug 22, 2021 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction | Mar 17, 2020 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| Long-term Human Motion Prediction with Scene Context | Jul 7, 2020 | Human motion predictionmotion prediction | CodeCode Available | 1 | 5 |
| EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction | Dec 15, 2023 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| DenseTNT: Waymo Open Dataset Motion Prediction Challenge 1st Place Solution | Jun 27, 2021 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Efficient Baselines for Motion Prediction in Autonomous Driving | Sep 6, 2023 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space | Jul 15, 2022 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction | Feb 19, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Evaluation of Differentially Constrained Motion Models for Graph-Based Trajectory Prediction | Apr 11, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 1 | 5 |
| Exploring Navigation Maps for Learning-Based Motion Prediction | Feb 13, 2023 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 | 5 |
| Exploring Map-based Features for Efficient Attention-based Vehicle Motion Prediction | May 25, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| Facial Prior Based First Order Motion Model for Micro-expression Generation | Aug 8, 2023 | Micro-expression GenerationMicro-expression Generation (MEGC2021) | CodeCode Available | 1 | 5 |
| Learning Semantic Latent Directions for Accurate and Controllable Human Motion Prediction | Jul 16, 2024 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Interaction-Aware Motion Planning for Autonomous Vehicles with Multi-Modal Obstacle Uncertainty Predictions | Dec 22, 2022 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 | 5 |
| Deeper into Self-Supervised Monocular Indoor Depth Estimation | Dec 3, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| AIR^2 for Interaction Prediction | Nov 16, 2021 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction | Dec 30, 2021 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization | Apr 14, 2020 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 1 | 5 |
| Deep Learning for Vision-based Prediction: A Survey | Jun 30, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
