Minija Tamosiunaite

Orcid: 0000-0003-2996-3612

According to our database1, Minija Tamosiunaite authored at least 65 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Multi sentence description of complex manipulation action videos.
Mach. Vis. Appl., July, 2024

Unsupervised learning of perceptual feature combinations.
PLoS Comput. Biol., 2024

Updating predictions in a complex repertoire of actions and its neural representation.
NeuroImage, 2024

2023
Simulated mental imagery for robotic task planning.
Frontiers Neurorobotics, June, 2023

Interpreting the decisions of CNNs via influence functions.
Frontiers Comput. Neurosci., February, 2023

Bootstrapping Concept Formation in Small Neural Networks.
IEEE Trans. Cogn. Dev. Syst., 2023

A Hierarchical Graph-based Approach for Recognition and Description Generation of Bimanual Actions in Videos.
CoRR, 2023

2022
Finding Optimal Paths Using Networks Without Learning - Unifying Classical Approaches.
IEEE Trans. Neural Networks Learn. Syst., 2022

Combining optimal path search with task-dependent learning in a neural network.
CoRR, 2022

2021
Touching events predict human action segmentation in brain and behavior.
NeuroImage, 2021

2020
One-Shot Multi-Path Planning Using Fully Convolutional Networks in a Comparison to Other Algorithms.
Frontiers Neurorobotics, 2020

Human and Machine Action Prediction Independent of Object Information.
CoRR, 2020

Semantic Image Search for Robotic Applications.
CoRR, 2020

One-shot path planning for multi-agent systems using fully convolutional neural network.
CoRR, 2020

Generation of Paths in a Maze using a Deep Network without Learning.
CoRR, 2020

Helping a robot to understand human actions and objects: a grammatical view.
Artif. Life Robotics, 2020

One-Shot Multi-Path Planning for Robotic Applications Using Fully Convolutional Networks.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Cut & recombine: reuse of robot action components based on simple language instructions.
Int. J. Robotics Res., 2019

Action Prediction in Humans and Robots.
CoRR, 2019

Distributional semantics of objects in visual scenes in comparison to text.
Artif. Intell., 2019

Anticipation of Everyday Life Manipulation Actions in Virtual Reality.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

2018
Recognition and prediction of manipulation actions using Enriched Semantic Event Chains.
Robotics Auton. Syst., 2018

Visual Inspection and Error Detection in a Reconfigurable Robot Workcell: An Automotive Light Assembly Example.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Prediction of Manipulation Action Classes Using Semantic Spatial Reasoning.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017
Semantic analysis of manipulation actions using spatial relations.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Reading Comprehension of Natural Language Instructions by Robots.
Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

2016
Approximation of unbiased convex classification error rate estimator.
Inf. Technol. Control., 2016

2015
Structural Bootstrapping - A Novel, Generative Mechanism for Faster and More Efficient Acquisition of Action-Knowledge.
IEEE Trans. Auton. Ment. Dev., 2015

Model-free incremental learning of the semantics of manipulation actions.
Robotics Auton. Syst., 2015

Action Classification in Action Ontology Building Using Robot-Specific Texts.
Inf. Technol. Control., 2015

Semantic parsing of human manipulation activities using on-line learned models for robot imitation.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

2014
Reinforcement learning approach to generate goal-directed locomotion of a snake-like robot with screw-drive units.
Proceedings of the 23rd International Conference on Robotics in Alpe-Adria-Danube Region, 2014

Investigation on Player and Virtual Environment Interaction.
Proceedings of the Augmented and Virtual Reality - First International Conference, 2014

2013
A Simple Ontology of Manipulation Actions Based on Hand-Object Relations.
IEEE Trans. Auton. Ment. Dev., 2013

Interaction learning for dynamic movement primitives used in cooperative robotic tasks.
Robotics Auton. Syst., 2013

Toward a library of manipulation actions based on semantic object-action relations.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Semi-supervised Learning of Action Ontology from Domain-Specific Corpora.
Proceedings of the Information and Software Technologies - 19th International Conference, 2013

Structural bootstrapping at the sensorimotor level for the fast acquisition of action knowledge for cognitive robots.
Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

2012
Joining Movement Sequences: Modified Dynamic Movement Primitives for Robotics Applications Exemplified on Handwriting.
IEEE Trans. Robotics, 2012

Estimation of Lane Marker Parameters With High Correlation to Steering Signal.
IEEE Trans. Intell. Transp. Syst., 2012

A Novel Trajectory Generation Method for Robot Control.
J. Intell. Robotic Syst., 2012

Applying statistical generalization to determine search direction for reinforcement learning of movement primitives.
Proceedings of the 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012), Osaka, Japan, November 29, 2012

2011
The Driving School System: Learning Basic Driving Skills From a Teacher in a Real Car.
IEEE Trans. Intell. Transp. Syst., 2011

Learning to pour with a robot arm combining goal and shape learning for dynamic movement primitives.
Robotics Auton. Syst., 2011

Accurate position and velocity control for trajectories based on dynamic movement primitives.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Modified dynamic movement primitives for joining movement sequences.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Generalizing objects by analyzing language.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

Execution of a dual-object (pushing) action with semantic event chains.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

2010
Erratum to: Self-influencing synaptic plasticity: recurrent changes of synaptic weights can lead to specific functional properties.
J. Comput. Neurosci., 2010

Erratum to: Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.
J. Comput. Neurosci., 2010

Erratum to: Odour supported place cell model and goal navigation in rodents.
J. Comput. Neurosci., 2010

Behavioral analysis of differential hebbian learning in closed-loop systems.
Biol. Cybern., 2010

2009
Learning to reach by reinforcement learning using a receptive field based function approximation approach with continuous actions.
Biol. Cybern., 2009

Vehicle Acceleration Prediction using Specific Road Curvature Points.
Proceedings of the ICINCO 2009, 2009

Task adaptation through exploration and action sequencing.
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009

2008
Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning.
J. Comput. Neurosci., 2008

Odor supported place cell model and goal navigation in rodents.
J. Comput. Neurosci., 2008

On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Anticipatory Driving for a Robot-Car Based on Supervised Learning.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2008

2007
Self-influencing synaptic plasticity: Recurrent changes of synaptic weights can lead to specific functional properties.
J. Comput. Neurosci., 2007

Developing velocity sensitivity in a model neuron by local synaptic plasticity.
Biol. Cybern., 2007

2005
{T} Wave Alternans Features for Automated Detection.
Informatica, 2005

Temporally changing synaptic plasticity.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2001
Application of the Biologically Inspired Network for Electroencephalogram Analysis.
Proceedings of the Computational Intelligence, 2001

2000
Biologically Inspired Architecture of Feedforward Networks for Signal Classification.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000


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