Posters
AI4MEDIA
Evaluating Image Enhancement with Semantic Tasks
Authors | Leonardo Galteri; Lorenzo Seidenari; Marco Bertini; Alberto Del Bimbo (UNIFI) |
Research Areas | Machine Learning, Natural Language Processing, Computer Vision Image Restoration |
Keywords | Image Restoration; Image Quality Assessment |
Humane-AI-Net
Reasoning on Contextual Hierarchies via ASP with Algebraic Measures
Authors | L. Bozzato, L. Serafini (Fondazione Bruno Kessler); T. Eiter, R. Kiesel, P. Schueller (Technical University of Vienna) |
Research Areas | Automated Reasoning, Knowledge Representation |
Keywords | Defeasible Knowledge, Description Logics, Answer Set Programming |
Memory Aware Conversational AI to aid virtual Team-Meetings: a multi-modal corpus study
Authors | Maria Tsfasman, TU Delft; Andras Lorincz, Eotvos Lorand University; Catholijn Jonker, TU Delft; Catharine Oertel, TU Delft |
Research Areas | Machine Learning, Knowledge Representation, Natural Language Processing, Computer Vision, Robotics, Human-Machine Interaction |
Keywords | non-verbal signals; memory; multi-modal corpus; virtual meetings |
Exploring the Impact of Agency on Human-Computer Partnerships
Authors | Janin Koch, INRIA Paris-Saclay; Wendy Mackay, INRIA Paris-Saclay; Albrecht Schmidt, LMU Munich; Kasper Hornbæk, University of Copenhagen; Koen Hindriks, Vrije Universiteit Amsterdam; Helena Lindgren, Umeå University; Ouriel Grynszpan, Université Paris-Saclay |
Research Areas | Human-Machine Interaction |
Keywords | Human-AI collaboration, Agency, HCI |
Hyper-Parameter Optimization for LatentSpaces in Dynamic Recommender Systems
Authors | Veloso, Bruno Veloso, University Portucalense and INESC TEC; Caroprese, Luciano, ICAR-CNR; Konig, Matthias, Leiden University; Teixeira, Sónia, University of Porto and INESC TEC; Manco, Giuseppe, ICAR-CNR; Hoos, Holger H., Leiden University and University of British Columbia; Gama, João, University of Porto and INESC TEC |
Research Areas | Machine Learning |
Keywords | AutoML, Hyper-Parameter Optimization, Latent Spaces, Nelder-Mead Algorithm, SMAC, Recommender Systems |
ICT-48
Extending the autonomy envelope of space applications a research path
Authors | Angelo Oddi, Riccardo Rasconi (CNR) |
Research Areas | Machine Learning, Automated Reasoning, Planning & Scheduling, Robotics |
Keywords | Autonomy, Machine Learning, Robotics, Planning, Scheduling |
TAILOR
METABU : Meta -Learning for Tabular Data
Authors | Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michèle Sebag, Marc Schoenauer (TAU team, INRIA, CNRS and Université Paris-Saclay) |
Research | Machine Learning, Search & Optimisation, Other |
Keywords | AutoAI, AutoML, Meta-features, Optimal Transport |
Learning Variable Activity Initialisation for Lazy Clause Generation Solvers
Authors | van Driel, Ronald (TU Delft); Demirović, Emir (TU Delft); and Yorke-Smith, Neil (TU Delft) |
Research Areas | Machine Learning, Automated Reasoning, Search & Optimisation |
Value propagation-based spatial interpolation
Authors | Laurens Arp, Leiden University; Mitra Baratchi, Leiden University; Holger Hoos, Leiden University |
Research Areas | Machine Learning |
Keywords | Spatial interpolation, Spatio-temporal interpolation, Missing data, Data imputation |
Learning from Experience for rapid generation of local car maneuvers
Authors | Piotr Kicki, Poznan University of Technology; Tomasz Gawron, Poznan University of Technology; Krzysztof Cwian, Poznan University of Technology; Mete Ozay, Samsung Research UK; Piotr Skrzypczynski, Poznan University of Technology |
Research Areas | Machine Learning, Search & Optimisation, Planning & Scheduling, Robotics |
Keywords | reinforcement learning, neural networks, planning, autonomous vehicles |
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases
Authors | Michael van Bekkum, Maaike de Boer, André Meyer-Vitali (TNO), Frank van Harmelen, Annette ten Teije (VU Amsterdam) |
Research Areas | Machine Learning, Multi-Agent, Systems, Knowledge Representation, Human-Machine Interaction |
Keywords | neuro-symbolic AI, hybrid AI, design patterns, machine learning, knowledge representation, reasoning, systems architecture |