Publications

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1. Luis Octavio Arriaga Camargo; Jichen Guo; Rebecca Adam; Sebastian Houben; Frank Kirchner

   Bayesian Inverse Graphics for Few-Shot Concept Learning

   In: International Conference on Neural-Symbolic Learning and Reasoning 2024. International Conference on Neural-Symbolic Learning and Reasoning (NeSy-2024), Pages 141-165, Springer, 2024.

2. Marc Otto; Octavio Arriaga; Chandandeep Singh; Jichen Guo; Frank Kirchner

   PhysWM: Physical World Models for Robot Learning

   In: NeSy 2023: 17th International Workshop on Neural-Symbolic Learning and Reasoning. International Workshop on Neural-Symbolic Learning and Reasoning (NeSy-2023), July 3-5, Certosa di Pontignano, Siena, Italy, CEUR Workshop Proceedings, 7/2023.

3. Luis Octavio Arriaga Camargo; Sebastian Palacio; Matias Valdenegro-Toro

   Difficulty Estimation with Action Scores for Computer Vision Tasks

   In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. International Conference on Computer Vision and Pattern Recognition (CVPR-2023), IEEE, 2023.

4. Adrian Auer; Octavio Arriaga; Teena Hassan; Nina Hoyer; Elsa Andrea Kirchner

   A Bayesian Approach to Context-based Recognition of Human Intention for Context-Adaptive Robot Assistance in Space Missions

   In: Proceedings of SpaceCHI 2.0 - Human-Computer Interaction for Space Exploration - A Workshop at CHI 2022. SpaceCHI 2.0: Human-Computer Interaction for Space Exploration (SpaceCHI 2.0-2022), located at ACM CHI 2022, May 1 -1, New Orleans, LA, USA, ACM, 5/2022.

5. Daniel Motta; Alex Alisson Bandeira Santos; Bruna Aparecida Souza Machado; Otavio Goncalvez Vicente Ribeiro-Filho; Luis Octavio Arriaga Camargo; Matias Valdenegro-Toro; Frank Kirchner; Roberto Badaro

   Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes

   In: Jie Zhang (Hrsg.). PLoS ONE (PLOS), Vol. 15(7), Pages 1-30, PLOS, San Francisco, 7/2020.

6. Luis Octavio Arriaga Camargo; Matias Valdenegro-Toro

   Unsupervised Difficulty Estimation with Action Scores

   In: Workshop: LXAI Research @ NeurIPS 2020. LatinX in AI Research Workshop (LXAI-2020), located at NeurIPS 2020, December 7, Virtual, arXiv, 2020.

7. Luis Octavio Arriaga Camargo; Matias Valdenegro-Toro; Paul G. Plöger

   Real-time Convolutional Neural Networks for emotion and gender classification

   In: ESANN 2019 Proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN-2019), The 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, April 24-26, Brügge, Belgium, i6doc, 4/2019.

8. Bilal Wehbe; Luis Octavio Arriaga Camargo; Mario Michael Krell; Frank Kirchner

   Learning of Multi-Context Models for Autonomous Underwater Vehicles

   In: Proceedings of the AUV 2018 IEEE/OES Porto. IEEE/OES Autonomous Underwater Vehicles (AUV-2018), November 6-9, Porto, Portugal, IEEE, 11/2018.

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