Nathan F. Lepora

Orcid: 0000-0001-5327-1523

According to our database1, Nathan F. Lepora authored at least 128 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
One-Shot Domain-Adaptive Imitation Learning via Progressive Learning Applied to Robotic Pouring.
IEEE Trans Autom. Sci. Eng., January, 2024

Snap-it, Tap-it, Splat-it: Tactile-Informed 3D Gaussian Splatting for Reconstructing Challenging Surfaces.
CoRR, 2024

ViTacTip: Design and Verification of a Novel Biomimetic Physical Vision-Tactile Fusion Sensor.
CoRR, 2024

BrainSLAM: SLAM on Neural Population Activity Data.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Digital Twin-Driven Mixed Reality Framework for Immersive Teleoperation With Haptic Rendering.
IEEE Robotics Autom. Lett., December, 2023

Model-Based Compliance Discrimination via Soft Tactile Optical Sensing and Optical Flow Computation: A Biomimetic Approach.
IEEE Robotics Autom. Lett., October, 2023

Sim-to-Real Model-Based and Model-Free Deep Reinforcement Learning for Tactile Pushing.
IEEE Robotics Autom. Lett., September, 2023

Visual-Tactile Robot Grasping Based on Human Skill Learning From Demonstrations Using a Wearable Parallel Hand Exoskeleton.
IEEE Robotics Autom. Lett., September, 2023

Bi-Touch: Bimanual Tactile Manipulation With Sim-to-Real Deep Reinforcement Learning.
IEEE Robotics Autom. Lett., September, 2023

TacMMs: Tactile Mobile Manipulators for Warehouse Automation.
IEEE Robotics Autom. Lett., 2023

Pose and shear-based tactile servoing.
CoRR, 2023

TouchSDF: A DeepSDF Approach for 3D Shape Reconstruction using Vision-Based Tactile Sensing.
CoRR, 2023

Learning Fine Pinch-Grasp Skills using Tactile Sensing from Real Demonstration Data.
CoRR, 2023

A pose and shear-based tactile robotic system for object tracking, surface following and object pushing.
CoRR, 2023

An Overview of Robotic Grippers.
CoRR, 2023

Attention for Robot Touch: Tactile Saliency Prediction for Robust Sim-to-Real Tactile Control.
IROS, 2023

Incipient Slip Detection with a Biomimetic Skin Morphology.
IROS, 2023

Tactile-Driven Gentle Grasping for Human-Robot Collaborative Tasks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Tac-VGNN: A Voronoi Graph Neural Network for Pose-Based Tactile Servoing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Goal-Driven Robotic Pushing Using Tactile and Proprioceptive Feedback.
IEEE Trans. Robotics, 2022

Neuromorphic Tactile Edge Orientation Classification in an Unsupervised Spiking Neural Network.
Sensors, 2022

Biomimetic Perception, Cognition, and Control: From Nature to Robots [From the Guest Editors].
IEEE Robotics Autom. Mag., 2022

Tactile Gym 2.0: Sim-to-Real Deep Reinforcement Learning for Comparing Low-Cost High-Resolution Robot Touch.
IEEE Robotics Autom. Lett., 2022

BRL/Pisa/IIT SoftHand: A Low-Cost, 3D-Printed, Underactuated, Tendon-Driven Hand With Soft and Adaptive Synergies.
IEEE Robotics Autom. Lett., 2022

DigiTac: A DIGIT-TacTip Hybrid Tactile Sensor for Comparing Low-Cost High-Resolution Robot Touch.
IEEE Robotics Autom. Lett., 2022

Mapping Mid-Air Haptics With a Low-Cost Tactile Robot.
IEEE Robotics Autom. Lett., 2022

What deep reinforcement learning tells us about human motor learning and vice-versa.
CoRR, 2022

One-Shot Domain-Adaptive Imitation Learning via Progressive Learning.
CoRR, 2022

Artificial SA-I, RA-I and RA-II/Vibrotactile Afferents for Tactile Sensing of Texture.
CoRR, 2022

Active Inference for Artificial Touch: A Biologically-Plausible Tactile Control Method.
Proceedings of the Biomimetic and Biohybrid Systems - 11th International Conference, 2022

Semi-Supervised Disentanglement of Tactile Contact Geometry from Sliding-Induced Shear.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Graph Neural Networks for Interpretable Tactile Sensing.
Proceedings of the 27th International Conference on Automation and Computing, 2022

2021
Slip Detection for Grasp Stabilization With a Multifingered Tactile Robot Hand.
IEEE Trans. Robotics, 2021

Pose-Based Tactile Servoing: Controlled Soft Touch Using Deep Learning.
IEEE Robotics Autom. Mag., 2021

A Robust Controller for Stable 3D Pinching Using Tactile Sensing.
IEEE Robotics Autom. Lett., 2021

Editorial: ViTac: Integrating Vision and Touch for Multimodal and Cross-Modal Perception.
Frontiers Robotics AI, 2021

Learning offline: memory replay in biological and artificial reinforcement learning.
CoRR, 2021

Artificial SA-I and RA-I Afferentsfor Tactile Sensing of Ridges and Gratings.
CoRR, 2021

Optical Tactile Sim-to-Real Policy Transfer via Real-to-Sim Tactile Image Translation.
CoRR, 2021

Soft Biomimetic Optical Tactile Sensing with the TacTip: A Review.
CoRR, 2021

Probabilistic Discriminative Models address the Tactile Perceptual Aliasing Problem.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Uncertainty-aware deep learning for robot touch: Application to Bayesian tactile servo control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Towards integrated tactile sensorimotor control in anthropomorphic soft robotic hands.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Species-specific whisker morphology affects tactile interactions.
Proceedings of the IEEE World Haptics Conference, 2021

Tactile Image-to-Image Disentanglement of Contact Geometry from Motion-Induced Shear.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
Optimal Deep Learning for Robot Touch: Training Accurate Pose Models of 3D Surfaces and Edges.
IEEE Robotics Autom. Mag., 2020

Deep Reinforcement Learning for Tactile Robotics: Learning to Type on a Braille Keyboard.
IEEE Robotics Autom. Lett., 2020

Pose-Based Servo Control with Soft Tactile Sensing.
CoRR, 2020

Spatio-temporal encoding improves neuromorphic tactile texture classification.
CoRR, 2020

Slip detection for grasp stabilisation with a multi-fingered tactile robot hand.
CoRR, 2020

Optimal Deep Learning for Robot Touch.
CoRR, 2020

A Miniaturised Neuromorphic Tactile Sensor integrated with an Anthropomorphic Robot Hand.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Walking on TacTip toes: A tactile sensing foot for walking robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning to Live Life on the Edge: Online Learning for Data-Efficient Tactile Contour Following.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

A Biomimetic Tactile Fingerprint Induces Incipient Slip.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

NeuroTac: A Neuromorphic Optical Tactile Sensor applied to Texture Recognition.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Sim-to-Real Transfer for Optical Tactile Sensing.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Sensing Ultrasonic Mid-Air Haptics with a Biomimetic Tactile Fingertip.
Proceedings of the Haptics: Science, Technology, Applications, 2020

2019
Guest Editorial Special Issue on Active Perception for Industrial Intelligence.
IEEE Trans Autom. Sci. Eng., 2019

Convolutional Autoencoder for Feature Extraction in Tactile Sensing.
IEEE Robotics Autom. Lett., 2019

A Sense of Touch for the Shadow Modular Grasper.
IEEE Robotics Autom. Lett., 2019

From Pixels to Percepts: Highly Robust Edge Perception and Contour Following Using Deep Learning and an Optical Biomimetic Tactile Sensor.
IEEE Robotics Autom. Lett., 2019

Tactile Model O: Fabrication and testing of a 3d-printed, three-fingered tactile robot hand.
CoRR, 2019

Shear-invariant Sliding Contact Perception with a Soft Tactile Sensor.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Dual-Modal Tactile Perception and Exploration.
IEEE Robotics Autom. Lett., 2018

Slip Detection With a Biomimetic Tactile Sensor.
IEEE Robotics Autom. Lett., 2018

MultiTip: A multimodal mechano-thermal soft fingertip.
Proceedings of the IEEE International Conference on Soft Robotics, 2018

Texture Perception with a Biomimetic Optical Tactile Sensor.
Proceedings of the Biomimetic and Biohybrid Systems - 7th International Conference, 2018

Active Touch with a Biomimetic 3D-Printed Whiskered Robot.
Proceedings of the Biomimetic and Biohybrid Systems - 7th International Conference, 2018

Slip Detection on Natural Objects with a Biomimetic Tactile Sensor.
Proceedings of the Biomimetic and Biohybrid Systems - 7th International Conference, 2018

TacWhiskers: Biomimetic Optical Tactile Whiskered Robots.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Voronoi Features for Tactile Sensing: Direct Inference of Pressure, Shear, and Contact Locations.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Principal Components of Touch.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Active sensorimotor control for tactile exploration.
Robotics Auton. Syst., 2017

Model-Free Precise in-Hand Manipulation with a 3D-Printed Tactile Gripper.
IEEE Robotics Autom. Lett., 2017

Exploiting Sensor Symmetry for Generalized Tactile Perception in Biomimetic Touch.
IEEE Robotics Autom. Lett., 2017

Exploratory Tactile Servoing With Active Touch.
IEEE Robotics Autom. Lett., 2017

Addition of a Biomimetic Fingerprint on an Artificial Fingertip Enhances Tactile Spatial Acuity.
IEEE Robotics Autom. Lett., 2017

Object exploration using vision and active touch.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016
Biology to Technology in Active Touch Sensing - Introduction to the Special Section.
IEEE Trans. Haptics, 2016

Biomimetic Active Touch with Fingertips and Whiskers.
IEEE Trans. Haptics, 2016

Tactile Manipulation With a TacThumb Integrated on the Open-Hand M2 Gripper.
IEEE Robotics Autom. Lett., 2016

Tactile Quality Control With Biomimetic Active Touch.
IEEE Robotics Autom. Lett., 2016

Threshold Learning for Optimal Decision Making.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Exploiting Symmetry to Generalize Biomimetic Touch.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

Discrimination-Based Perception for Robot Touch.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

Tactile Exploration by Contour Following Using a Biomimetic Fingertip.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

Force Sensing with a Biomimetic Fingertip.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

A Biomimetic Fingerprint Improves Spatial Tactile Perception.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

Gaussian Process Regression for a Biomimetic Tactile Sensor.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

Tactile manipulation with biomimetic active touch.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Tactile Superresolution and Biomimetic Hyperacuity.
IEEE Trans. Robotics, 2015

Active tactile perception.
Scholarpedia, 2015

Embodied Choice: How Action Influences Perceptual Decision Making.
PLoS Comput. Biol., 2015

Active Control for Object Perception and Exploration with a Robotic Hand.
Proceedings of the Biomimetic and Biohybrid Systems - 4th International Conference, 2015

Superresolution with an optical tactile sensor.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Active haptic shape recognition by intrinsic motivation with a robot hand.
Proceedings of the 2015 IEEE World Haptics Conference, 2015

2013
Active Bayesian Perception for Simultaneous Object Localization and Identification.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Angle and Position Perception for Exploration with Active Touch.
Proceedings of the Biomimetic and Biohybrid Systems, 2013

Towards a Roadmap for Living Machines.
Proceedings of the Biomimetic and Biohybrid Systems, 2013

A SOLID Case for Active Bayesian Perception in Robot Touch.
Proceedings of the Biomimetic and Biohybrid Systems, 2013

Active Bayesian perception for angle and position discrimination with a biomimetic fingertip.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Active Bayesian perception and reinforcement learning.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Active touch for robust perception under position uncertainty.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Active contour following to explore object shape with robot touch.
Proceedings of the 2013 World Haptics Conference, 2013

Cerebellum-based adaptation for fine haptic control over the space of uncertain surfaces.
Proceedings of the 2013 World Haptics Conference, 2013

Action Discovery and Intrinsic Motivation: A Biologically Constrained Formalisation.
Proceedings of the Intrinsically Motivated Learning in Natural and Artificial Systems, 2013

2012
The Basal Ganglia Optimize Decision Making over General Perceptual Hypotheses.
Neural Comput., 2012

Efficient fitting of conductance-based model neurons from somatic current clamp.
J. Comput. Neurosci., 2012

The effect of whisker movement on radial distance estimation: a case study in comparative robotics.
Frontiers Neurorobotics, 2012

Towards Contour Following Exploration Based on Tactile Sensing with the iCub Fingertip.
Proceedings of the Advances in Autonomous Robotics, 2012

Texture Classification through Tactile Sensing.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

The State-of-the-Art in Biomimetics.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

Towards a Framework for Tactile Perception in Social Robotics.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

Embodied hyperacuity from Bayesian perception: Shape and position discrimination with an iCub fingertip sensor.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Whiskered texture classification with uncertain contact pose geometry.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Brain-inspired Bayesian perception for biomimetic robot touch.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Sensing with Artificial Tactile Sensors: An Investigation of Spatio-temporal Inference.
Proceedings of the Towards Autonomous Robotic Systems - 12th Annual Conference, 2011

A General Classifier of Whisker Data Using Stationary Naive Bayes: Application to BIOTACT Robots.
Proceedings of the Towards Autonomous Robotic Systems - 12th Annual Conference, 2011

CrunchBot: A Mobile Whiskered Robot Platform.
Proceedings of the Towards Autonomous Robotic Systems - 12th Annual Conference, 2011

2010
Nonlinear Dynamic Modeling of Isometric Force Production in Primate Eye Muscle.
IEEE Trans. Biomed. Eng., 2010

Sensory Prediction or Motor Control? Application of Marr-Albus Type Models of Cerebellar Function to Classical Conditioning.
Frontiers Comput. Neurosci., 2010

Naive Bayes novelty detection for a moving robot with whiskers.
Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

Whisker-object contact speed affects radial distance estimation.
Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

Naive Bayes texture classification applied to whisker data from a moving robot.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Capturing dopaminergic modulation and bimodal membrane behaviour of striatal medium spiny neurons in accurate, reduced models.
Frontiers Comput. Neurosci., 2009

2007
Response linearity determined by recruitment strategy in detailed model of nictitating membrane control.
Biol. Cybern., 2007


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