Robot Skill Generalization via Keypoint Integrated Soft Actor-Critic Gaussian Mixture Models

Robot Skill Generalization via Keypoint Integrated Soft Actor-Critic Gaussian Mixture Models

Learning and Aggregating Lane Graphs for Urban Automated Driving (CVPR 2023)

Learning and Aggregating Lane Graphs for Urban Automated Driving (CVPR 2023)

T3VIP: Transformation-based 3D Video Prediction

T3VIP: Transformation-based 3D Video Prediction

Robot Skill Adaptation via Soft Actor-Critic Gaussian Mixture Models

Robot Skill Adaptation via Soft Actor-Critic Gaussian Mixture Models

Affordance Learning from Play for Sample-Efficient Policy Learning

Affordance Learning from Play for Sample-Efficient Policy Learning

CALVIN: A Benchmark for Language-conditioned Policy Learning for Long-horizon Manipulation Tasks

CALVIN: A Benchmark for Language-conditioned Policy Learning for Long-horizon Manipulation Tasks

Hindsight for Foresight: Unsupervised Structured Dynamics Models from Physical Interaction

Hindsight for Foresight: Unsupervised Structured Dynamics Models from Physical Interaction

Multimodal Interaction-aware Motion Prediction for Autonomous Street Crossing

Multimodal Interaction-aware Motion Prediction for Autonomous Street Crossing

Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video

Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video

Learning Object Placements For Relational Instructions by Hallucinating Scene Representations

Learning Object Placements For Relational Instructions by Hallucinating Scene Representations

Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning

Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning

Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics

Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics

Smooth Local Planning Incorporating Steering Constraints

Smooth Local Planning Incorporating Steering Constraints

Self-Supervised Model Adaptation for Multimodal Semantic Segmentation

Self-Supervised Model Adaptation for Multimodal Semantic Segmentation

VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry

VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry

Vision-based Autonomous Landing in Catastrophe-Struck Environments

Vision-based Autonomous Landing in Catastrophe-Struck Environments

Robot Localization in Floor Plans Using a Room Layout Edge Extraction Network

Robot Localization in Floor Plans Using a Room Layout Edge Extraction Network

Augmenting Action Model Learning by Non-Geometric Features

Augmenting Action Model Learning by Non-Geometric Features

Robust LiDAR-based Localization in Architectural Floor Plans

Robust LiDAR-based Localization in Architectural Floor Plans

Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning

Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning

Deep Auxiliary Learning for Visual Localization and Odometry

Deep Auxiliary Learning for Visual Localization and Odometry

Deep Detection of People and their Mobility Aids for a Hospital Robot

Deep Detection of People and their Mobility Aids for a Hospital Robot

Person Guidance Scenario: Deep Detection of People and their Mobility Aids for a Hospital Robot

Person Guidance Scenario: Deep Detection of People and their Mobility Aids for a Hospital Robot

EUROPA2 Project - Visual localization across seasons

EUROPA2 Project - Visual localization across seasons

Additional Experiments: Learning to Singulate Objects using a Push Proposal Network

Additional Experiments: Learning to Singulate Objects using a Push Proposal Network

Time Dependent Planning on a Layered Social Cost Map for Human-Aware Robot Navigation

Time Dependent Planning on a Layered Social Cost Map for Human-Aware Robot Navigation

Deep Semantic Classification for 3D LiDAR Data

Deep Semantic Classification for 3D LiDAR Data

Why did the Robot Cross the Road? Learning from Multi-Modal Sensor Data for Autonomous Road Crossing

Why did the Robot Cross the Road? Learning from Multi-Modal Sensor Data for Autonomous Road Crossing

Rigid scene flow for 3D LiDAR scans

Rigid scene flow for 3D LiDAR scans

Motion-based detection and tracking in 3D LiDAR scans

Motion-based detection and tracking in 3D LiDAR scans