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Deep Adaptive Multi-Intention Inverse Reinforcement Learning


Jul 14, 2021
Ariyan Bighashdel, Panagiotis Meletis, Pavol Jancura, Gijs Dubbelman

* Accepted for presentation at ECML/PKDD 2021 

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Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation


Jul 13, 2021
Fabrizio J. Piva, Gijs Dubbelman

* Manuscript under review at Computer Vision and Image Understanding (CVIU) journal 

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Part-aware Panoptic Segmentation


Jun 11, 2021
Daan de Geus, Panagiotis Meletis, Chenyang Lu, Xiaoxiao Wen, Gijs Dubbelman

* CVPR 2021. Code and data: https://github.com/tue-mps/panoptic_parts 

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Image-Graph-Image Translation via Auto-Encoding


Dec 10, 2020
Chenyang Lu, Gijs Dubbelman


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Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding


Apr 16, 2020
Panagiotis Meletis, Xiaoxiao Wen, Chenyang Lu, Daan de Geus, Gijs Dubbelman


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Fast Panoptic Segmentation Network


Oct 09, 2019
Daan de Geus, Panagiotis Meletis, Gijs Dubbelman


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Semantic Foreground Inpainting from Weak Supervision


Sep 10, 2019
Chenyang Lu, Gijs Dubbelman


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Hallucinating Beyond Observation: Learning to Complete with Partial Observation and Unpaired Prior Knowledge


Sep 06, 2019
Chenyang Lu, Gijs Dubbelman


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Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision


Jul 16, 2019
Panagiotis Meletis, Rob Romijnders, Gijs Dubbelman

* IEEE ITSC 2019 

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On Boosting Semantic Street Scene Segmentation with Weak Supervision


Mar 08, 2019
Panagiotis Meletis, Gijs Dubbelman

* Under conference review 

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Single Network Panoptic Segmentation for Street Scene Understanding


Feb 07, 2019
Daan de Geus, Panagiotis Meletis, Gijs Dubbelman


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Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks


Dec 31, 2018
Chenyang Lu, Marinus Jacobus Gerardus van de Molengraft, Gijs Dubbelman


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A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation


Sep 14, 2018
Rob Romijnders, Panagiotis Meletis, Gijs Dubbelman

* IEEE WACV 2019 

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Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network


Sep 06, 2018
Daan de Geus, Panagiotis Meletis, Gijs Dubbelman


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Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation


Jul 08, 2018
Panagiotis Meletis, Gijs Dubbelman

* IEEE Intelligent Vehicles 2018 

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Free-Space Detection with Self-Supervised and Online Trained Fully Convolutional Networks


Jan 05, 2017
Willem P. Sanberg, Gijs Dubbelman, Peter H. N. de With

* version as accepted at IS&T Electronic Imaging - Autonomous Vehicles and Machines Conference (San Francisco USA, January 2017); updated with two additional robustness experiments and formatted in conference style; 8 pages, public data available 

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