| Mobile Robot Manipulation using Pure Object Detection | Jan 28, 2022 | Depth EstimationFew-Shot Learning | CodeCode Available | 1 |
| CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks | Dec 6, 2021 | Continuous ControlImitation Learning | CodeCode Available | 1 |
| Distilling Motion Planner Augmented Policies into Visual Control Policies for Robot Manipulation | Nov 11, 2021 | Imitation LearningMotion Planning | CodeCode Available | 1 |
| OSCAR: Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation | Oct 2, 2021 | Robot Manipulation | CodeCode Available | 1 |
| One-Shot Object Affordance Detection in the Wild | Aug 8, 2021 | Action RecognitionAffordance Detection | CodeCode Available | 1 |
| BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models | Aug 1, 2021 | 3D Object Tracking6D Pose Estimation | CodeCode Available | 1 |
| Demonstration-Guided Reinforcement Learning with Learned Skills | Jul 21, 2021 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo | Jun 30, 2021 | Keypoint DetectionObject | CodeCode Available | 1 |
| Coarse-to-Fine Q-attention: Efficient Learning for Visual Robotic Manipulation via Discretisation | Jun 23, 2021 | Continuous ControlQ-Learning | CodeCode Available | 1 |
| Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains | May 29, 2021 | Pose TrackingRobot Manipulation | CodeCode Available | 1 |
| ZePHyR: Zero-shot Pose Hypothesis Rating | Apr 28, 2021 | Motion PlanningPose Estimation | CodeCode Available | 1 |
| Simultaneous Navigation and Construction Benchmarking Environments | Mar 31, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Generating Annotated Training Data for 6D Object Pose Estimation in Operational Environments with Minimal User Interaction | Mar 17, 2021 | 6D Pose Estimation using RGBPose Estimation | CodeCode Available | 1 |
| Learning 3D Dynamic Scene Representations for Robot Manipulation | Nov 3, 2020 | Model Predictive ControlRobot Manipulation | CodeCode Available | 1 |
| Language-Conditioned Imitation Learning for Robot Manipulation Tasks | Oct 22, 2020 | Imitation LearningRobot Manipulation | CodeCode Available | 1 |
| PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards | Jul 30, 2020 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains | Jul 27, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| DeepIM: Deep Iterative Matching for 6D Pose Estimation | Mar 31, 2018 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| Geometry-aware 4D Video Generation for Robot Manipulation | Jul 1, 2025 | Robot ManipulationVideo Generation | —Unverified | 0 |
| CapsDT: Diffusion-Transformer for Capsule Robot Manipulation | Jun 19, 2025 | DiagnosticRobot Manipulation | —Unverified | 0 |
| Robust Instant Policy: Leveraging Student's t-Regression Model for Robust In-context Imitation Learning of Robot Manipulation | Jun 18, 2025 | HallucinationImitation Learning | —Unverified | 0 |
| SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning | Jun 17, 2025 | Density EstimationRobot Manipulation | —Unverified | 0 |
| What Matters in Learning from Large-Scale Datasets for Robot Manipulation | Jun 16, 2025 | DiversityImitation Learning | —Unverified | 0 |
| Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success | Jun 12, 2025 | Robot ManipulationSemantic Segmentation | —Unverified | 0 |
| BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models | Jun 9, 2025 | Robot ManipulationVision-Language-Action | —Unverified | 0 |
