Publications
2024
Rosasco A., Berti S., Pasquale G., Malafronte D., Sato S., Segawa H., Inada T., Natale L.
ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks
IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024
Conference Paper
Conference
2024
Calabrese C., Berti S., Pasquale G., Natale L.
Exploring Bias in Compositional Zero-shot action recognition
Workshop on Adjustable Autonomy and Physical Embodied Intelligence, European Conference On Artificial Intelligence
Abstract Report
Conference
2024
Taioli F., Rosa S., Castellini A., Natale L., Del Bue A., Farinelli A., Cristani M., Wang Y.
I2EDL: Interactive Instruction Error Detection and Localization
The 33rd IEEE International Conference on Robot and Human Interactive Communication, IEEE RO-MAN 2024
Conference Paper
Conference
2024
Maracani A.
Knowledge Transferability for Data-Efficient Deep Learning
PhD Thesis
Book
2024
Ceola F., Natale L., Sunderhauf N., Rana K.
LHManip: A Dataset for Long-Horizon Language-Grounded Manipulation Tasks in Cluttered Tabletop Environments
RSS Workshop on Mechanisms for Mapping Human Input to Robots From Robot Learning to Shared Control/Autonomy
2024
Scarpellini G., Rosa S., Morerio P., Natale L., Del Bue A.
Look Around and Learn: Self-Training Object Detection by Exploration
European Conference on Computer Vision
Conference Paper
Conference
2024
Taioli F., Rosa S., Castellini A., Natale L., Del Bue A., Farinelli A., Cristani M., Wang Y.
Mind the Error! Detection and Localization of Instruction Errors in Vision-and-Language Navigation
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Conference Paper
Conference
2024
Taioli F., Rosa S., Castellini A., Natale L., Del Bue A., Farinelli A., Cristani M., Wang Y.
Mind the Error! Detection and Localization of Instruction Errors in Vision-and-Language Navigation
Embodied AI Workshop, CVPR 2024
Conference Paper
Conference
2024
Woolfrey J., Ajoudani A., Lu W., Natale L.
Optimal configurations for stiffness and compliance in human & robot arms
PLoS ONE, vol. 19, (no. 5 May)
Article
Journal
2024
Ceola F., Rosasco L., Natale L.
RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement Learning
IEEE Robotics and Automation Letters, vol. 9, (no. 4), pp. 3045-3052
2024
Ceola F.
Robotic Perception and Manipulation: Leveraging Deep Learning Methods for Efficient Instance Segmentation and Multi-fingered Grasping
PhD Thesis
Book
2024
Caddeo G.M., Maracani A., Alfano P.D., Piga N.A., Rosasco L., Natale L.
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors
Proceedings - IEEE International Conference on Robotics and Automation, pp. 15128-15134
2024
Calabrese C., Berti S., Pasquale G., Natale L.
The impact of Compositionality in Zero-shot Multi-label action recognition for Object-based tasks
The 33rd IEEE International Conference on Robot and Human Interactive Communication, IEEE RO-MAN 2024
Conference Paper
Conference
2023
Piga N.A., Natale L.
Adaptive Tactile Force Control in a Parallel Gripper with Low Positioning Resolution
IEEE Robotics and Automation Letters, vol. 8, (no. 9), pp. 5544-5551
2023
Ceola F., Maiettini E., Rosasco L., Natale L.
A Grasp Pose is All You Need: Learning Multi-Fingered Grasping with Deep Reinforcement Learning from Vision and Touch
IEEE International Conference on Intelligent Robots and Systems, pp. 2985-2992