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Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People


Oct 31, 2020
Marton Veges, Andras Lorincz

* ICONIP 2020 

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Multi-Person Absolute 3D Human Pose Estimation with Weak Depth Supervision


Apr 08, 2020
Marton Veges, Andras Lorincz


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Emotional Expression Classification using Time-Series Kernels


Jun 08, 2013
Andras Lorincz, Laszlo Jeni, Zoltan Szabo, Jeffrey Cohn, Takeo Kanade

* IEEE International Workshop on Analysis and Modeling of Faces and Gestures, Portland, Oregon, 28 June 2013 (accepted) 

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Distributed High Dimensional Information Theoretical Image Registration via Random Projections


Oct 02, 2012
Zoltan Szabo, Andras Lorincz

* Zoltan Szabo, Andras Lorincz: Distributed High Dimensional Information Theoretical Image Registration via Random Projections. Digital Signal Processing, 22(6):894-902, 2012 

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Automated Word Puzzle Generation via Topic Dictionaries


Jun 02, 2012
Balazs Pinter, Gyula Voros, Zoltan Szabo, Andras Lorincz

* International Conference on Machine Learning (ICML-2012) - Sparsity, Dictionaries and Projections in Machine Learning and Signal Processing Workshop, Edinburgh, Scotland, 30 June 2012 
* 4 pages 

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Collaborative Filtering via Group-Structured Dictionary Learning


Jan 01, 2012
Zoltan Szabo, Barnabas Poczos, Andras Lorincz

* International Conference on Latent Variable Analysis and Source Separation (LVA/ICA), vol. 7191 of LNCS, pp. 247-254, 2012 
* A compressed version of the paper has been accepted for publication at the 10th International Conference on Latent Variable Analysis and Source Separation (LVA/ICA 2012) 

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Decision Making Agent Searching for Markov Models in Near-Deterministic World


Mar 01, 2011
Gabor Matuz, Andras Lorincz

* Draft 

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Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs - Extended Version


Apr 21, 2009
Istvan Szita, Andras Lorincz

* This paper is the extended version of a similarly named paper appearing in ICML'09, containing the rigorous proofs of the main theorem 

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Factored Value Iteration Converges


Aug 13, 2008
Istvan Szita, Andras Lorincz

* 17 pages, 1 figure 

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Online variants of the cross-entropy method


Jan 14, 2008
Istvan Szita, Andras Lorincz

* 8 pages 

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D-optimal Bayesian Interrogation for Parameter and Noise Identification of Recurrent Neural Networks


Jan 12, 2008
Barnabas Poczos, Andras Lorincz


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Undercomplete Blind Subspace Deconvolution


May 20, 2007
Zoltan Szabo, Barnabas Poczos, Andras Lorincz

* Zoltan Szabo, Barnabas Poczos, Andras Lorincz: Undercomplete Blind Subspace Deconvolution. Journal of Machine Learning Research 8(May):1063-1095, 2007 
* Final version, appeared in Journal of Machine Learning Research 

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Reinforcement Learning with Linear Function Approximation and LQ control Converges


Mar 09, 2007
Istvan Szita, Andras Lorincz

* 9 pages 

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Low-complexity modular policies: learning to play Pac-Man and a new framework beyond MDPs


Oct 30, 2006
Istvan Szita, Andras Lorincz

* 23 pages 

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Intelligent encoding and economical communication in the visual stream


Mar 16, 2004
Andras Lorincz

* 6 pages, 2 figures 

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Controlled hierarchical filtering: Model of neocortical sensory processing


Aug 16, 2003
Andras Lorincz

* Technical Report, 38 pages, 10 figures 

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Kalman-filtering using local interactions


Feb 28, 2003
Barnabas Poczos, Andras Lorincz


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Kalman filter control in the reinforcement learning framework


Jan 09, 2003
Istvan Szita, Andras Lorincz

* 4 pages 

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Temporal plannability by variance of the episode length


Jan 09, 2003
Balint Takacs, Istvan Szita, Andras Lorincz


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Searching for Plannable Domains can Speed up Reinforcement Learning


Dec 10, 2002
Istvan Szita, Balint Takacs, Andras Lorincz


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