Michael C. Yip

Orcid: 0000-0001-9689-0172

Affiliations:
  • University of California at San Diego, CA, USA


According to our database1, Michael C. Yip authored at least 120 papers between 2009 and 2024.

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Bibliography

2024
Tracking and mapping in medical computer vision: A review.
Medical Image Anal., 2024

SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning.
CoRR, 2024

MEDiC: Autonomous Surgical Robotic Assistance to Maximizing Exposure for Dissection and Cautery.
CoRR, 2024

AutoPeel: Adhesion-aware Safe Peeling Trajectory Optimization for Robotic Wound Care.
CoRR, 2024

Haptic Shoulder for Rendering Biomechanically Accurate Joint Limits for Human-Robot Physical Interactions.
CoRR, 2024

CtRNet-X: Camera-to-Robot Pose Estimation in Real-world Conditions Using a Single Camera.
CoRR, 2024

Autonomous Image-to-Grasp Robotic Suturing Using Reliability-Driven Suture Thread Reconstruction.
CoRR, 2024

JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments.
CoRR, 2024

SURESTEP: An Uncertainty-Aware Trajectory Optimization Framework to Enhance Visual Tool Tracking for Robust Surgical Automation.
CoRR, 2024

CRANE: A Redundant, Multi-Degree-of-Freedom Computed Tomography Robot for Heightened Needle Dexterity within a Medical Imaging Bore.
CoRR, 2024

HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management.
Proceedings of the International Symposium on Medical Robotics, 2024

Achieving Autonomous Cloth Manipulation with Optimal Control via Differentiable Physics-Aware Regularization and Safety Constraints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

AnyOKP: One-Shot and Instance-Aware Object Keypoint Extraction with Pretrained ViT.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.
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Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Tracking Snake-Like Robots in the Wild Using Only a Single Camera.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Real-to-Sim Deformable Object Manipulation: Optimizing Physics Models with Residual Mappings for Robotic Surgery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Zero-Shot Constrained Motion Planning Transformers Using Learned Sampling Dictionaries.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Robust Surgical Tool Tracking with Pixel-based Probabilities for Projected Geometric Primitives.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Investigating Low Data, Confidence Aware Image Prediction on Smooth Repetitive Videos using Gaussian Processes.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023
ORRN: An ODE-Based Recursive Registration Network for Deformable Respiratory Motion Estimation With Lung 4DCT Images.
IEEE Trans. Biomed. Eng., December, 2023

Learning Sampling Dictionaries for Efficient and Generalizable Robot Motion Planning With Transformers.
IEEE Robotics Autom. Lett., December, 2023

Robotic Manipulation of Deformable Rope-Like Objects Using Differentiable Compliant Position-Based Dynamics.
IEEE Robotics Autom. Lett., July, 2023

NASU - Novel Actuating Screw Unit: Origami-inspired Screw-based Propulsion on Mobile Ground Robots.
CoRR, 2023

BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields.
CoRR, 2023

SuPerPM: A Large Deformation-Robust Surgical Perception Framework Based on Deep Point Matching Learned from Physical Constrained Simulation Data.
CoRR, 2023

Towards Non-Parametric Models for Confidence Aware Image Prediction from Low Data using Gaussian Processes.
CoRR, 2023

BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives.
CoRR, 2023

SemHint-MD: Learning from Noisy Semantic Labels for Self-Supervised Monocular Depth Estimation.
CoRR, 2023

Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Finding Biomechanically Safe Trajectories for Robot Manipulation of the Human Body in a Search and Rescue Scenario.
IROS, 2023

Image-based Pose Estimation and Shape Reconstruction for Robot Manipulators and Soft, Continuum Robots via Differentiable Rendering.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Identification, Reconstruction, and Tracking.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Mobility Analysis of Screw-Based Locomotion and Propulsion in Various Media.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Design and Mechanics of Cable-Driven Rolling Diaphragm Transmission for High-Transparency Robotic Motion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Suture Thread Spline Reconstruction from Endoscopic Images for Robotic Surgery with Reliability-driven Keypoint Detection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Real-Time Constrained 6D Object-Pose Tracking of An In-Hand Suture Needle for Minimally Invasive Robotic Surgery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Markerless Camera-to-Robot Pose Estimation via Self-Supervised Sim-to-Real Transfer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Object-Centric Representations for Interactive Online Learning with Non-Parametric Methods.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
DiffCo: Autodifferentiable Proxy Collision Detection With Multiclass Labels for Safety-Aware Trajectory Optimization.
IEEE Trans. Robotics, 2022

Robotic Tool Tracking Under Partially Visible Kinematic Chain: A Unified Approach.
IEEE Trans. Robotics, 2022

ARCSnake: Reconfigurable Snakelike Robot With Archimedean Screw Propulsion for Multidomain Mobility.
IEEE Trans. Robotics, 2022

Constrained Motion Planning Networks X.
IEEE Trans. Robotics, 2022

Autonomous Navigation in Unknown Environments With Sparse Bayesian Kernel-Based Occupancy Mapping.
IEEE Trans. Robotics, 2022

Configuration Space Decomposition for Scalable Proxy Collision Checking in Robot Planning and Control.
IEEE Robotics Autom. Lett., 2022

Pose Estimation for Robot Manipulators via Keypoint Optimization and Sim-to-Real Transfer.
IEEE Robotics Autom. Lett., 2022

Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Classification, Reconstruction, and Tracking.
CoRR, 2022

Knowledge-Grounded Reinforcement Learning.
CoRR, 2022

Suture Thread Spline Reconstruction from Endoscopic Images for Robotic Surgery with Reliability-driven Keypoint Detection.
CoRR, 2022

Differentiable Robotic Manipulation of Deformable Rope-like Objects Using Compliant Position-based Dynamics.
CoRR, 2022

Parameter Identification and Motion Control for Articulated Rigid Body Robots Using Differentiable Position-based Dynamics.
CoRR, 2022

Markerless Suture Needle 6D Pose Tracking with Robust Uncertainty Estimation for Autonomous Minimally Invasive Robotic Surgery.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

CRANE: a 10 Degree-of-Freedom, Tele-surgical System for Dexterous Manipulation within Imaging Bores.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Image Based Reconstruction of Liquids from 2D Surface Detections.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Motion Planning Networks: Bridging the Gap Between Learning-Based and Classical Motion Planners.
IEEE Trans. Robotics, 2021

Autonomous Robotic Suction to Clear the Surgical Field for Hemostasis Using Image-Based Blood Flow Detection.
IEEE Robotics Autom. Lett., 2021

MPC-MPNet: Model-Predictive Motion Planning Networks for Fast, Near-Optimal Planning Under Kinodynamic Constraints.
IEEE Robotics Autom. Lett., 2021

Stochastic Modeling of Distance to Collision for Robot Manipulators.
IEEE Robotics Autom. Lett., 2021

CRANE: a 10 Degree-of-Freedom, Tele-surgical System for Dexterous Manipulation within Imaging Bores.
CoRR, 2021

ARCSnake: Reconfigurable Snake-Like Robot with Archimedean Screw Propulsion for Multi-Domain Mobility.
CoRR, 2021

Motion Planning Transformers: One Model to Plan Them All.
CoRR, 2021

DiffCo: Auto-Differentiable Proxy Collision Detection with Multi-class Labels for Safety-Aware Trajectory Optimization.
CoRR, 2021

NeRP: Neural Rearrangement Planning for Unknown Objects.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

From Bench to Bedside: The First Live Robotic Surgery on the dVRK to Enable Remote Telesurgery with Motion Scaling.
Proceedings of the International Symposium on Medical Robotics, 2021

Optimal Multi-Manipulator Arm Placement for Maximal Dexterity during Robotics Surgery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

SuPer Deep: A Surgical Perception Framework for Robotic Tissue Manipulation using Deep Learning for Feature Extraction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Real-to-Sim Registration of Deformable Soft Tissue with Position-Based Dynamics for Surgical Robot Autonomy.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Model-Predictive Control of Blood Suction for Surgical Hemostasis using Differentiable Fluid Simulations.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Data-driven Actuator Selection for Artificial Muscle-Powered Robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Bimanual Regrasping for Suture Needles using Reinforcement Learning for Rapid Motion Planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Chance-Constrained Motion Planning using Modeled Distance- to-Collision Functions.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Learning-Based Proxy Collision Detection for Robot Motion Planning Applications.
IEEE Trans. Robotics, 2020

SOLAR-GP: Sparse Online Locally Adaptive Regression Using Gaussian Processes for Bayesian Robot Model Learning and Control.
IEEE Robotics Autom. Lett., 2020

Neural Manipulation Planning on Constraint Manifolds.
IEEE Robotics Autom. Lett., 2020

SuPer: A Surgical Perception Framework for Endoscopic Tissue Manipulation With Surgical Robotics.
IEEE Robotics Autom. Lett., 2020

Vibration-Based Multi-Axis Force Sensing: Design, Characterization, and Modeling.
IEEE Robotics Autom. Lett., 2020

Forward Kinematics Kernel for Improved Proxy Collision Checking.
IEEE Robotics Autom. Lett., 2020

A 2D Surgical Simulation Framework for Tool-Tissue Interaction.
CoRR, 2020

Robust Keypoint Detection and Pose Estimation of Robot Manipulators with Self-Occlusions via Sim-to-Real Transfer.
CoRR, 2020

Dynamically Constrained Motion Planning Networks for Non-Holonomic Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

ARCSnake: An Archimedes' Screw-Propelled, Reconfigurable Serpentine Robot for Complex Environments.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Autonomous Navigation in Unknown Environments using Sparse Kernel-based Occupancy Mapping.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Composing Task-Agnostic Policies with Deep Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Robotic Artificial Muscles: Current Progress and Future Perspectives.
IEEE Trans. Robotics, 2019

CRANE: A highly dexterous needle placement robot for evaluation of interventional radiology procedures.
CoRR, 2019

ARCSnake: An Archimedes' Screw-Propelled, Reconfigurable Robot Snake for Complex Environments.
CoRR, 2019

Composing Ensembles of Policies with Deep Reinforcement Learning.
CoRR, 2019

Open-Sourced Reinforcement Learning Environments for Surgical Robotics.
CoRR, 2019

Model-Free Visual Control for Continuum Robot Manipulators via Orientation Adaptation.
Proceedings of the Robotics Research, 2019

An Open-Source 7-Axis, Robotic Platform to Enable Dexterous Procedures within CT Scanners.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Augmented Reality Predictive Displays to Help Mitigate the Effects of Delayed Telesurgery.
Proceedings of the International Conference on Robotics and Automation, 2019

Motion Scaling Solutions for Improved Performance in High Delay Surgical Teleoperation.
Proceedings of the International Conference on Robotics and Automation, 2019

Motion Planning Networks.
Proceedings of the International Conference on Robotics and Automation, 2019

Adversarial Imitation via Variational Inverse Reinforcement Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Bundled Super-Coiled Polymer Artificial Muscles: Design, Characterization, and Modeling.
IEEE Robotics Autom. Lett., 2018

Vision-Based Force Feedback Estimation for Robot-Assisted Surgery Using Instrument-Constrained Biomechanical Three-Dimensional Maps.
IEEE Robotics Autom. Lett., 2018

Adversarial Imitation via Variational Inverse Reinforcement Learning.
CoRR, 2018

Motion Planning Networks.
CoRR, 2018

Deeply Informed Neural Sampling for Robot Motion Planning.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017
On the Control and Properties of Supercoiled Polymer Artificial Muscles.
IEEE Trans. Robotics, 2017

Spurring Innovation in Spatial Haptics: How Open-Source Hardware Can Turn Creativity Loose.
IEEE Robotics Autom. Mag., 2017

Modeling and Inverse Compensation of Hysteresis in Supercoiled Polymer Artificial Muscles.
IEEE Robotics Autom. Lett., 2017

Autonomous Control of Continuum Robot Manipulators for Complex Cardiac Ablation Tasks.
J. Medical Robotics Res., 2017

Robot Autonomy for Surgery.
CoRR, 2017

Three-Dimensional Hysteresis Modeling of Robotic Artificial Muscles with Application to Shape Memory Alloy Actuators.
Proceedings of the Robotics: Science and Systems XIII, 2017

Fastron: An Online Learning-Based Model and Active Learning Strategy for Proxy Collision Detection.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016
Model-Less Hybrid Position/Force Control: A Minimalist Approach for Continuum Manipulators in Unknown, Constrained Environments.
IEEE Robotics Autom. Lett., 2016

2015
WoodenHaptics: A Starting Kit for Crafting Force-Reflecting Spatial Haptic Devices.
Proceedings of the Ninth International Conference on Tangible, 2015

High-performance robotic muscles from conductive nylon sewing thread.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
Model-Less Feedback Control of Continuum Manipulators in Constrained Environments.
IEEE Trans. Robotics, 2014

2013
Ultrasound-Based Image Guidance for Robot-Assisted Laparoscopic Radical Prostatectomy: Initial in-vivo Results.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2013

2012
Tissue Tracking and Registration for Image-Guided Surgery.
IEEE Trans. Medical Imaging, 2012

Registration of 3D Ultrasound Through an Air-Tissue Boundary.
IEEE Trans. Medical Imaging, 2012

Real-Time Methods for Long-Term Tissue Feature Tracking in Endoscopic Scenes.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

2011
Performance Analysis of a Haptic Telemanipulation Task under Time Delay.
Adv. Robotics, 2011

2010
A Robust Uniaxial Force Sensor for Minimally Invasive Surgery.
IEEE Trans. Biomed. Eng., 2010

3D Ultrasound to Stereoscopic Camera Registration through an Air-Tissue Boundary.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Performance analysis of a manipulation task in time-delayed teleoperation.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

2009
Robotic Force Stabilization for Beating Heart Intracardiac Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009


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