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ORCIDSTRL@IJCAI 2022: Vienna, Austria
- Michael Sioutis, Zhiguo Long, John G. Stell, Jochen Renz:
Proceedings of the 1st International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2022) co-located with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI 2022, ECAI 2022), Vienna, Austria, July 24, 2022. CEUR Workshop Proceedings 3190, CEUR-WS.org 2022
Keynotes
- Mehul Bhatt:
Visuospatial Commonsense: On Neurosymbolic Reasoning and Learning about Space and Motion (Abstract). - Zied Bouraoui:
Learning and Reasoning with Conceptual Space Representations (Abstract). - Simon Dobnik:
Neat and Scruffy: On Computational Generation and Interpretation of Spatial Descriptions (Abstract).
Peer-reviewed Papers
- Zhangzhi Peng, Xiaohui Huang:
Spatial-temporal Transformer Network with Self-supervised Learning for Traffic Flow Prediction. - Yuelin Xin, Zihan Zhou, Yuxuan Xia:
Scene Separation & Data Selection: Temporal Segmentation Algorithm for Real-time Video Stream Analysis. - Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rügamer, Bernd Bischl, Christopher Mutschler, Felix Ott:
Uncertainty-aware Evaluation of Time-series Classification for Online Handwriting Recognition with Domain Shift. - Kyra Ahrens, Matthias Kerzel, Jae Hee Lee, Cornelius Weber, Stefan Wermter:
Knowing Earlier What Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-task Learning. - Marine Collery, Remy Kusters:
Learning Binary Classification Rules for Sequential Data.
Invited Papers
- Astrid Klipfel, Zied Bouraoui, Yaël Frégier, Adlane Sayede:
Equivariant Graph Neural Network for Crystalline Materials (Invited Paper).
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