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33rd International Conference on Artificial Neural Networks
ICANN 2024 https://e-nns.org/icann2024/ Dates: 17th to 20th of September 2024 ======================================================================= The International Conference on Artificial Neural Networks (ICANN) is the annual flagship conference of the European Neural Network Society (ENNS). In 2024 the conference will be hosted by the swiss AI lab IDSIA and it will be held at the USI & SUPSI Campus Est, Lugano-Viganello, Switzerland. ICANN 2024 is a conference featuring tracks in Artificial Intelligence and Machine Learning, Bio-inspired computing, and applications, with strong cross-disciplinary interactions. All research fields dealing with Neural Networks will be present at the conference. A non-exhaustive list of topics includes the following. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING Theory and Foundations of Neural Networks NN Convergence and Generalization, Loss Landscape Analysis Novel Neural Network Architectures Innovation in Recurrent and Transformer Architectures, Dynamical Models, Physically Informed NNs, Novel Learning Algorithms Topics in Neural Networks Generative Networks, Adaptation and Transfer Learning, Zero-Shot Learning, Lifelong learning, Knowledge Distillation, Representation Learning, Self-Supervised Learning, Contrastive Learning Explainable AI Local and Global Explanations, Feature Attribution, Saliency Methods, Circuits, Counterfactuals Graph Methods, Graph Neural Networks, and Clustering Bayesian Networks, Graph neural networks Reinforcement Learning Deep Reinforcement Learning, Policy Gradients, Actor-Critic Methods, Artificial Curiosity Topics in Artificial Intelligence and Machine Learning Statistical Methods, Kernel Methods, Information Theoretic Learning, Ethics of AI, Conscious AI BIO-INSPIRED COMPUTING Brain-Inspired Computing Cognitive Models, Self-organization, Spiking Neural Networks, Hybrid Neural-Symbolic Architectures, Reservoir Computing, Neuromorphic Computing Cognitive and Theoretical/Computational Neuroscience Brain Informatics, Neural Dynamics, Neural Control and Planning, Cognitive Models, Biophysical models, Learning algorithms APPLICATIONS Human-Computer Interaction, Biosignal Processing, Medicine and Physiology, Speech and Language Processing, Computer Vision, Robotics, General Applications of Machine Learning, Climate and Environment SPECIAL SESSION: AI IN DRUG DISCOVERY Big Data and advanced machine learning in chemistry, eXplainable AI (XAI) in chemistry, Chemoinformatics, Generative Models in chemistry Further Workshops and Special Sessions will be announced CALL FOR PAPERS All scientific communications presented at ICANN 2024 will be reviewed and scientifically evaluated by a panel of experts. The conference will feature two categories of communications: - oral communications (15'+5') - poster communications. Authors willing to present original contributions in either oral or poster category may submit: - A full paper of maximum 12 pages (including references) to be published in Springer-Verlag Lecture Notes in Computer Science (LNCS) series with individual DOI. - An extended abstract of maximum 4 pages to be published in Springer-Verlag Lecture Notes in Computer Science (LNCS) series, without indexing. In case the number of requested oral presentations is larger than the available slots the ICANN scientific committee will select which papers will be reassigned to a poster session. This selection will be based on the coherence of the program and is totally independent of the category of submission. IMPORTANT DATES - Deadline for special sessions and workshop proposals: Febuary 1, 2024 - Opening for submissions: February 15, 2024 - Deadline for full paper submission: March 15, 2024 - Notication of acceptance: May 20, 2024 ORGANIZATION General Chairs Jürgen Schmidhuber, IDSIA & KAUST, Switzerland Igor Tetko, HGMU/AIDD, Switzerland Local Organizing Chairs Andrea Rizzoli, IDSIA, Switzerland Michael Wand, IDSIA, Switzerland Honorary Chairs Stefan Wermter, University of Hamburg, Germany Communication Chairs Sebastian Otte, University of Lübeck, Germany Kristína Malinovská, Comenius University Bratislava, Slovak Republic | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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