Fox, Dieter
121 publications
ICLR
2025
AHA: A Vision-Language-Model for Detecting and Reasoning over Failures in Robotic Manipulation
NeurIPS
2025
RobotSmith: Generative Robotic Tool Design for Acquisition of Complex Manipulation Skills
ICML
2025
SAM2Act: Integrating Visual Foundation Model with a Memory Architecture for Robotic Manipulation
ICLRW
2025
SAM2Act: Integrating Visual Foundation Model with a Memory Architecture for Robotic Manipulation
CoRL
2025
VT-Refine: Learning Bimanual Assembly with Visuo-Tactile Feedback via Simulation Fine-Tuning
CoRL
2024
SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation
CoRL
2024
SkillMimicGen: Automated Demonstration Generation for Efficient Skill Learning and Deployment
CoRL
2023
STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots
CoRL
2022
Bayesian Object Models for Robotic Interaction with Differentiable Probabilistic Programming
NeurIPSW
2022
CabiNet: Scaling Neural Collision Detection for Object Rearrangement with Procedural Scene Generation
NeurIPSW
2022
Learning Successor Feature Representations to Train Robust Policies for Multi-Task Learning
CoRL
2022
Neural Geometric Fabrics: Efficiently Learning High-Dimensional Policies from Demonstration
CoRL
2021
A Persistent Spatial Semantic Representation for High-Level Natural Language Instruction Execution
CoRL
2019
The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation
NeurIPS
2011
Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms
IJCAI
2007
Efficient Failure Detection on Mobile Robots Using Particle Filters with Gaussian Process Proposals
IJCAI
2007
Voronoi Random Fields: Extracting Topological Structure of Indoor Environments via Place Labeling