Yogesh A. Girdhar

Orcid: 0000-0001-9510-9639

Affiliations:
  • McGill University, Montreal, Canada


According to our database1, Yogesh A. Girdhar authored at least 46 papers between 2005 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Learning to Swim: Reinforcement Learning for 6-DOF Control of Thruster-driven Autonomous Underwater Vehicles.
CoRR, 2024

SeaSplat: Representing Underwater Scenes with 3D Gaussian Splatting and a Physically Grounded Image Formation Model.
CoRR, 2024

Streaming Gaussian Dirichlet Random Fields for Spatial Predictions of High Dimensional Categorical Observations.
CoRR, 2024

Finding the optimal exploration-exploitation trade-off online through Bayesian risk estimation and minimization.
Artif. Intell., 2024

Discovering Biological Hotspots with a Passively Listening AUV.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

ReefGlider: A Highly Maneuverable Vectored Buoyancy Engine Based Underwater Robot.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Semi-supervised Visual Tracking of Marine Animals Using Autonomous Underwater Vehicles.
Int. J. Comput. Vis., June, 2023

Robot Goes Fishing: Rapid, High-Resolution Biological Hotspot Mapping in Coral Reefs with Vision-Guided Autonomous Underwater Vehicles.
CoRR, 2023

DeepSeeColor: Realtime Adaptive Color Correction for Autonomous Underwater Vehicles via Deep Learning Methods.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

CUREE: A Curious Underwater Robot for Ecosystem Exploration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Adaptive Online Sampling of Periodic Processes with Application to Coral Reef Acoustic Abundance Monitoring.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021
Seeing Through your Skin: Recognizing Objects with a Novel Visuotactile Sensor.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Multi-Robot Distributed Semantic Mapping in Unfamiliar Environments through Online Matching of Learned Representations.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Optimizing Cellular Networks via Continuously Moving Base Stations on Road Networks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
Gaussian-Dirichlet Random Fields for Inference over High Dimensional Categorical Observations.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Active Reward Learning for Co-Robotic Vision Based Exploration in Bandwidth Limited Environments.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Information-Guided Robotic Maximum Seek-and-Sample in Partially Observable Continuous Environments.
IEEE Robotics Autom. Lett., 2019

Streaming Scene Maps for Co-Robotic Exploration in Bandwidth Limited Environments.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Detection of unanticipated faults for autonomous underwater vehicles using online topic models.
J. Field Robotics, 2018

Approximate Distributed Spatiotemporal Topic Models for Multi-Robot Terrain Characterization.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Near-optimal Irrevocable Sample Selection for Periodic Data Streams with Applications to Marine Robotics.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Control, localization and human interaction with an autonomous lighter-than-air performer.
Robotics Auton. Syst., 2017

Learning Seasonal Phytoplankton Communities with Topic Moldes.
CoRR, 2017

Feature discovery and visualization of robot mission data using convolutional autoencoders and Bayesian nonparametric topic models.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Phytoplankton hotspot prediction with an unsupervised spatial community model.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2016
Modeling curiosity in a mobile robot for long-term autonomous exploration and monitoring.
Auton. Robots, 2016

Learning deep-sea substrate types with visual topic models.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Anomaly detection in unstructured environments using Bayesian nonparametric scene modeling.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Subsea Fauna Enumeration Using Vision-Based Marine Robots.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015
Gibbs Sampling Strategies for Semantic Perception of Streaming Video Data.
CoRR, 2015

2014
Autonomous adaptive exploration using realtime online spatiotemporal topic modeling.
Int. J. Robotics Res., 2014

Curiosity based exploration for learning terrain models.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Exploring Underwater Environments with Curiosity.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2013
Unsupervised environment recognition and modeling using sound sensing.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Wide-Speed Autopilot System for a Swimming Hexapod Robot.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013

2012
Autonomous Adaptive Underwater Exploration using Online Topic Modeling.
Proceedings of the Experimental Robotics, 2012

Multi-domain monitoring of marine environments using a heterogeneous robot team.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Efficient on-line data summarization using extremum summaries.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
MARE: Marine Autonomous Robotic Explorer.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Offline navigation summaries.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Online Visual Vocabularies.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

2010
ONSUM: A system for generating online navigation summaries.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Online navigation summaries.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Optimal Online Data Sampling or How to Hire the Best Secretaries.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

2008
Enabling autonomous capabilities in underwater robotics.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

2005
Efficient Sampling of Protein Folding Pathways using HMMSTR and Efficient Sampling of Protein Folding Pathways using HMMSTR and.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005


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