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Present CFP : 2024
33rd International Conference on Artificial Neural Networks
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
Local and Global Explanations, Feature Attribution, Saliency Methods, Circuits, Counterfactuals
Graph Methods, Graph Neural Networks, and Clustering
Bayesian Networks, Graph neural networks
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
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
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.
- 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
Jürgen Schmidhuber, IDSIA & KAUST, Switzerland
Igor Tetko, HGMU/AIDD, Switzerland
Local Organizing Chairs
Andrea Rizzoli, IDSIA, Switzerland
Michael Wand, IDSIA, Switzerland
Stefan Wermter, University of Hamburg, Germany
Sebastian Otte, University of Lübeck, Germany
Kristína Malinovská, Comenius University Bratislava, Slovak Republic