András Lörincz
Orcid: 0000-0002-1280-3447
According to our database1,
András Lörincz
authored at least 169 papers
between 1993 and 2023.
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Bibliography
2023
Handling dataset dependence with model ensembles for skin lesion classification from dermoscopic and clinical images.
Int. J. Imaging Syst. Technol., March, 2023
Cross-Viewpoint Semantic Mapping: Integrating Human and Robot Perspectives for Improved 3D Semantic Reconstruction.
Sensors, 2023
Proceedings of the International Conference on Multimodal Interaction, 2023
2022
Multimodal Technol. Interact., 2022
Tracking Highly Similar Rat Instances under Heavy Occlusions: An Unsupervised Deep Generative Pipeline.
J. Imaging, 2022
Perceived personality state estimation in dyadic and small group interaction with deep learning methods.
CoRR, 2022
Towards creating a conversational memory for long-term meeting support: predicting memorable moments in multi-party conversations through eye-gaze.
Proceedings of the International Conference on Multimodal Interaction, 2022
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022
2021
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification.
CoRR, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
2020
Neurocomputing, 2020
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Group k-Sparse Temporal Convolutional Neural Networks: Unsupervised Pretraining for Video Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019
Common Fate Based Episodic Segmentation by Combining Supervoxels with Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Skeletonization Combined with Deep Neural Networks for Superpixel Temporal Propagation.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 30th British Machine Vision Conference 2019, 2019
Sparsified and Twisted Residual Autoencoders - Mapping Cartesian Factors to the Entorhinal-Hippocampal Complex.
Proceedings of the Biologically Inspired Cognitive Architectures 2019, 2019
2018
Cogn. Syst. Res., 2018
2017
Deep Gestalt Reasoning Model: Interpreting Electrophysiological Signals Related to Cognition.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2016
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016
Proceedings of the Artificial General Intelligence - 9th International Conference, 2016
2015
Revolution in Health and Wellbeing - Machine Learning, Crowdsourcing and Self-annotation.
Künstliche Intell., 2015
Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2015
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the Second International Workshop on Gamification for Information Retrieval co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015
The Cyber-Physical System Approach Towards Artificial General Intelligence: The Problem of Verification.
Proceedings of the Artificial General Intelligence, 2015
2014
On-body multi-input indoor localization for dynamic emergency scenarios: fusion of magnetic tracking and optical character recognition with mixed-reality display.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014
Towards a Smart Wearable Tool to Enable People with SSPI to Communicate by Sentence Fragments.
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2014
Spatio-temporal Event Classification Using Time-Series Kernel Based Structured Sparsity.
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
LabelMovie: Semi-supervised machine annotation tool with quality assurance and crowd-sourcing options for videos.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
Recommending Missing Symbols of Augmentative and Alternative Communication by Means of Explicit Semantic Analysis.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
Proceedings of the 22nd IEEE International Symposium on Industrial Electronics, 2013
Proceedings of the IECON 2013, 2013
Explaining Unintelligible Words by Means of their Context.
Proceedings of the ICPRAM 2013, 2013
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Pattern Recognit., 2012
PLoS Comput. Biol., 2012
3D shape estimation in video sequences provides high precision evaluation of facial expressions.
Image Vis. Comput., 2012
Distributed high dimensional information theoretical image registration via random projections.
Digit. Signal Process., 2012
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
2011
CoRR, 2011
High quality facial expression recognition in video streams using shape related information only.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011
2010
Pattern Anal. Appl., 2010
2009
Neural Networks, 2009
J. Mach. Learn. Res., 2009
Int. J. Found. Comput. Sci., 2009
Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs - Extended Version
CoRR, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Optimistic initialization and greediness lead to polynomial time learning in factored MDPs.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Multiagent Reinforcement Learning Model for the Emergence of Common Property and Transhumance in Sub-Saharan Africa.
Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009
2008
D-optimal Bayesian Interrogation for Parameter and Noise Identification of Recurrent Neural Networks
CoRR, 2008
Acta Cybern., 2008
Proceedings of the Machine Learning, 2008
Hippocampal Formation Breaks Combinatorial Explosion for Reinforcement Learning: A Conjecture.
Proceedings of the Biologically Inspired Cognitive Architectures, 2008
2007
Learning to Play Using Low-Complexity Rule-Based Policies: Illustrations through Ms. Pac-Man.
J. Artif. Intell. Res., 2007
Neurocomputing, 2007
Acta Cybern., 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
2006
Proceedings of the Swarm Intelligence in Data Mining, 2006
Inf. Softw. Technol., 2006
Neurocomputing, 2006
PIRANHA: Policy iteration for recurrent artificial neural networks with hidden activities.
Neurocomputing, 2006
Neurocomputing, 2006
Low-complexity modular policies: learning to play Pac-Man and a new framework beyond MDPs
CoRR, 2006
ε-Sparse Representations: Generalized Sparse Approximation and the Equivalent Family of SVM Tasks.
Acta Cybern., 2006
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Int. J. Inf. Technol. Decis. Mak., 2005
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Machine Learning: ECML 2005, 2005
Proceedings of the Multi-Agent Systems and Applications IV, 2005
Assisting Robotic Personal Agent and Cooperating Alternative Input Devices for Severely Disabled Children.
Proceedings of the Multi-Agent Systems and Applications IV, 2005
2004
Improving recognition accuracy on structured documents by learning structural patterns.
Pattern Anal. Appl., 2004
Neural Comput., 2004
CoRR, 2004
2003
Robust hierarchical image representation using non-negative matrix factorisation with sparse code shrinkage preprocessing.
Pattern Anal. Appl., 2003
CoRR, 2003
CoRR, 2003
Centralized reward system gives rise to fast and efficient work sharing for intelligent Internet agents lacking direct communication
CoRR, 2003
2002
The Mystery of Structure and Function of Sensory Processing Areas of the Neocortex: A Resolution.
J. Comput. Neurosci., 2002
Intelligent High-Performance Crawlers Used to Reveal Topic-Specific Structure of WWW.
Int. J. Found. Comput. Sci., 2002
Fast adapting value estimation-based hybrid architecture for searching the world-wide web.
Appl. Soft Comput., 2002
Appl. Artif. Intell., 2002
Proceedings of the 2002 ACM Workshop on Privacy in the Electronic Society, 2002
Reinforcement Learning Integrated with a Non-Markovian Controller.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Non-negative matrix factorization extended by sparse code shrinkage and weight sparsification non-negative matrix factorization algorithms.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
2001
Independent Component Analysis of Temporal Sequences Subject to Constraints by Lateral Geniculate Nucleus Inputs Yields All the Three Major Cell Types of the Primary Visual Cortex.
J. Comput. Neurosci., 2001
Neurocomputing, 2001
Sign-changing filters similar to cells in primary visual cortex emerge by independent component analysis of temporally convolved natural image sequences.
Neurocomputing, 2001
Ockham's Razor Modeling of the Matrisome Channels of the Basal Ganglia Thalamocortical Loops.
Int. J. Neural Syst., 2001
Proceedings of the Engineering of Intelligent Systems, 2001
2000
Recognition of Novelty Made Easy: Constraints of Channel Capacity on Generative Networks.
Proceedings of the Connectionist Models of Learning, 2000
1999
Neural Networks, 1999
Winner-Take-All Network Utilising Pseudoinverse Reconstruction Subnets Demonstrates Robustness on the Handprinted Character Recognition Problem.
Neural Comput. Appl., 1999
Computational model of the entorhinal-hippocampal region derived from a single principle.
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
J. Field Robotics, 1998
Forming independent components via temporal locking of reconstruction architectures: a functional model of the hippocampus.
Biol. Cybern., 1998
Auton. Robots, 1998
1997
Neural Networks, 1997
Static and Dynamic State Feedback Control Model of Basal Ganglia-Thalamocortical Loops.
Int. J. Neural Syst., 1997
Proceedings of the Artificial Neural Networks, 1997
Hippocampal Formation Trains Independent Components via Forcing Input Reconstruction.
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the Learning Robots, 6th European Workshop, 1997
1996
Int. J. Neural Syst., 1996
Self-organized formation of a set of scaling filters and their neighbouring connections.
Biol. Cybern., 1996
Stabilizing Competitive Learning During On-Line Training with an Anti-Hebbian Weight Modulation.
Proceedings of the Artificial Neural Networks, 1996
Proceedings of the Artificial Neural Networks, 1996
1995
1994
Neural Comput., 1994
1993
Behavior of an Adaptive Self-organizing Autonomous Agent Working with Cues and Competing Concepts.
Adapt. Behav., 1993