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ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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Journal Papers
21
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Journal Papers
21
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Visualization and Analysis of the Loss Landscape in Graph Neural Networks
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Moustafa, Samir; Kummer, Lorenz; Fetzel, Simon; Kriege, Nils M.; Gansterer, Wilfried N.
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Comparative Analysis of Chemical Structure String Representations for Neural Machine Translation
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Rajan, Kohulan; Zielesny, Achim; Steinbeck, Christoph
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Pointing-Guided Target Estimation via Transformer-Based Attention
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Mueller, Luca; Ali, Hassan; Allgeuer, Philipp; Gajdosech, Lukas; Wermter, Stefan
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A Cost-Effective Deep-Learning Method for Extraction of Single and Multi-stage Organic Synthesis Procedures
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Vaskevicius, Mantas; Kapociute-Dzikiene, Jurgita
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Real-Time Syllable Recognition in LIBRAS Using Deep Learning for Human-Robot Interaction
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Ramos, Joelmir; Nedjah, Nadia; Rorigues de Carvalho, Paulo Victor
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Towards Bio-inspired Robotic Trajectory Planning via Self-supervised RNN
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Cibula, Miroslav; Malinovska, Kristina; Kerzel, Matthias
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A Spectral Interpretation of Redundancy in a Graph Reservoir
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Bison, Anna; Sperduti, Alessandro
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Generating and Customizing Robotic Arm Trajectories Using Neural Networks
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Lucny, Andrej; Antonj, Matilde; Mazzola, Carlo; Hornackova, Hana; Farkas, Igor
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ADMETrix: ADMET-Driven De Novo Molecular Generation
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Mourdoukoutas, Nikolaos; Korfiati, Aigli; Pitsikalis, Vasilis
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Dimension-Augmented Anisotropy in Graph Neural Diffusion
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Sycheva, Tatiana; Beketov, Maxim; Smolyar, Ivan
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Uni-Mol Docking V2: Towards Realistic and Accurate Binding Pose Prediction
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Alcaide, Eric; Gao, Zhifeng; Ke, Guolin; Li, Yaqi; Zhang, Linfeng; Zheng, Hang; Zhou, Gengmo
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Keypoint-Based Diffusion for Robotic Motion Planning on the NICOL Robot
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Clasmeier, Lennart; Habekost, Jan-Gerrit; Gaede, Connor; Allgeuer, Philipp; Wermter, Stefan
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HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Achten, Sonny; Op de Beeck, Zander; Tonin, Francesco; Cevher, Volkan; Suykens, Johan A. K.
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Benchmarking Nonlinear Readouts in Linear Reservoir Networks
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Lagomarsini, Giacomo; Ceni, Andrea; Gallicchio, Claudio
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Consensus Prediction of Chemical Reactions with OCHEM-R Platform
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Tetko, Igor V.; Godin, Guillaume; Jablonka, Kevin M.; Mirza, Adrian; Patiny, Luc
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Robotic Calibration Based on Haptic Feedback Improves Sim-to-Real Transfer
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Gavura, Juraj; Vavrecka, Michal; Farkas, Igor; Gaede, Connor
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Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Baccheschi, Corrado; Bondielli, Alessandro; Lenci, Alessandro; Micheli, Alessio; Passaro, Lucia; Podda, Marco; Tortorella, Domenico
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Early-Stage Discovery in the Era of Hard-To-Drug Targets and Giga-Scale Chemical Spaces
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Kireev, Dmitri
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MolEncoder: Improved Masked Language Modeling for Molecules
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Krueger, Fabian P.; Osterbacka, Nicklas; Kabeshov, Mikhail; Engkvist, Ola; Tetko, Igor
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Impact of Plasticity-Based Reservoir Adaptation on Spectral Radius and Performance of ESNs
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING. ICANN 2025 INTERNATIONAL WORKSHOPS AND SPECIAL SESSIONS, PT V
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2026-01-01
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Weber, Franziska; Belanche-Munoz, Lluis; Maier, Andreas
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