| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Alexander Gepperth, Timothée Lesort |
Tutorial - Continual Learning beyond classification.  |
ESANN  |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Madalina Olteanu, Fabrice Rossi, Florian Yger |
Challenges in anomaly and change point detection. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Patrick Menz, Valerie Vaquet, Barbara Hammer, Udo Seiffert |
From hyperspectral to multispectral sensing - from simulation to reality: A comprehensive approach for calibration model transfer. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Valerio De Caro, Claudio Gallicchio, Davide Bacciu |
Federated Adaptation of Reservoirs via Intrinsic Plasticity. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Giovanni Bonetta, Rossella Cancelliere |
Lightening CNN architectures by regularization driven weights' pruning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Lydia Abady, Giovanna Maria Dimitri, Mauro Barni |
Detection and Localization of GAN Manipulated Multi-spectral Satellite Images. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John |
Pruning Weightless Neural Networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen |
Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Andreini, Giovanna Maria Dimitri |
Deep Semantic Segmentation Models in Computer Vision. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Pierre Poitier, Jérôme Fink, Benoît Frénay |
Towards Better Transition Modeling in Recurrent Neural Networks: the Case of Sign Language Tokenization. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Felix Meyer-Veit, Rania Rayyes, Andreas O. H. Gerstner, Jochen J. Steil |
Hyperspectral Wavelength Analysis with U-Net for Larynx Cancer Detection. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Federico Caldart, Luca Pasa, Luca Oneto, Alessandro Sperduti, Nicolò Navarin |
Biased Edge Dropout in NIFTY for Fair Graph Representation Learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mirko Polato, Fabio Aiolli, Luca Bergamin, Tommaso Carraro |
Bayes Point Rule Set Learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | István Megyeri, Ammar Al-Najjar |
PCA improves the adversarial robustness of neural networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Nermeen Abou Baker, David Rohrschneider, Uwe Handmann |
Battery detection of XRay images using transfer learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohammadmahdi Ghahramani, Fabio Aiolli |
Price direction prediction in financial markets, using Random Forest and Adaboost. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Francisco de Nolasco Santos, Pietro D'Antuono, Nymfa Noppe, Wout Weijtjens, Christof Devriendt |
Minkowski logarithmic error: A physics-informed neural network approach for wind turbine lifetime assessment. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Oren Neumann, Claudius Gros |
Size Scaling in Self-Play Reinforcement Learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean Coussirou, Thomas Vanaret, Jérôme Lacaille |
Anomaly detections on the oil system of a turbofan engine by a neural autoencoder. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikhil Kilari, Gaurab Bhattacharya, K. Pavan Kumar Reddy, Jayavardhana Gubbi, Arpan Pal 0001 |
Appearance-Context aware Axial Attention for Fashion Landmark Detection. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Potter, Ilkay Yildiz Potter, Octavia I. Camps, Mario Sznaier |
Dynamics-aware Representation Learning via Multivariate Time Series Transformers. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Helen Schneider, David Biesner, Sebastian Nowak 0003, Yannik C. Layer, Maike Theis, Wolfgang Block, Benjamin Wulff, Alois M. Sprinkart, Ulrike I. Attenberger, Rafet Sifa |
Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Oneto, Simone Minisi, Andrea Garrone, Renzo Canepa, Carlo Dambra, Davide Anguita |
Simple Non Regressive Informed Machine Learning Model for Predictive Maintenance of Railway Critical Assets. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Brinkrolf, Valerie Vaquet, Fabian Hinder, Patrick Menz, Udo Seiffert, Barbara Hammer |
Federated learning vector quantization for dealing with drift between nodes. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Duccio Meconcelli, Simone Bonechi, Giovanna Maria Dimitri |
Deep Learning Approaches for mice glomeruli segmentation. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | André Artelt, Roel Visser, Barbara Hammer |
Model Agnostic Local Explanations of Reject. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Verónica Bolón-Canedo, Guillermo Castillo García, Laura Morán-Fernández |
Feature selection for transfer learning using particle swarm optimization and complexity measures. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Joanna Komorniczak, Pawel Ksieniewicz |
Data stream generation through real concept's interpolation. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Michele Resta, Davide Bacciu |
Continual Incremental Language Learning for Neural Machine Translation. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Francisco Pereira, Helio Silva, João Gomes 0002, Javam C. Machado |
Predicting Test Execution Times with Asymmetric Random Forests. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Neta Rabin, Ben Hen, Ángela Fernández 0001 |
Improving Laplacian Pyramids Regression with Localization in Frequency and Time. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Gerrit Luimstra, Kerstin Bunte |
Adaptive Gabor Filters for Interpretable Color Texture Classification. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Ramon Gomes da Silva, José Henrique Kleinübing Larcher, Cristiane Canton, Viviana Cocco Mariani, Leandro dos Santos Coelho |
Wind power forecasting based on bagging extreme learning machine ensemble model. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Roger Bagué-Masanés, Verónica Bolón-Canedo, Beatriz Remeseiro |
The role of feature selection in personalized recommender systems. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jirí Tumpach, Jan Koza, Martin Holena |
Neural-network-based estimation of normal distributions in black-box optimization. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Yacine Bel-Hadj, Wout Weijtjens, Francisco de Nolasco Santos |
Anomaly detection and representation learning in an instrumented railway bridge. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Argentieri, Claudio Gallicchio, Alessio Micheli |
Input Routed Echo State Networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Benoît Loucheur, Pierre-Antoine Absil, Michel Journée |
Gap filling in air temperature series by matrix completion methods. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph Rynkiewicz |
Deep networks with ReLU activation functions can be smooth statistical models. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Adrien Pavão, Isabelle Guyon, Zhengying Liu |
Filtering participants improves generalization in competitions and benchmarks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Anthony Fillion, Thibaut Kulak, François Blayo |
A bayesian variational principle for dynamic self organizing maps. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | João Gabriel Corrêa Krüger, Jean Paul Barddal, Alceu de Souza Britto Jr. |
A Machine Learning Approach for School Dropout Prediction in Brazil. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohammed El Amine Mokhtari, Virginie Vandenbulcke, Sohaib Laraba, Matei Mancas, Elias Ennadifi, Mohamed Lamine Tazir, Bernard Gosselin |
Semi-synthetic Data for Automatic Drone Shadow Detection. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Philip Kenneweg, Sarah Schröder, Barbara Hammer |
Neural Architecture Search for Sentence Classification with BERT. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Maximilian Münch, Christoph Raab, Simon Heilig, Manuel Röder, Frank-Michael Schleif |
Adaptive multi-modal positive semi-definite and indefinite kernel fusion for binary classification. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sorina Mustatea, Michaël Aupetit 0001, Jaakko Peltonen, Sylvain Lespinats, Denys Dutykh |
Supervised dimensionality reduction technique accounting for soft classes. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais |
Sliced-Wasserstein normalizing flows: beyond maximum likelihood training. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ignacio Díaz Blanco, José M. Enguita, Diego García-Pérez, Ana González-Muñiz, Abel Alberto Cuadrado Vega, Maria Dolores Chiara-Romero, Nuria Valdés |
Interactive dual projections for gene expression analysis. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Federico Matteoni, Andrea Cossu, Claudio Gallicchio, Vincenzo Lomonaco, Davide Bacciu |
Continual Learning for Human State Monitoring. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Lukas Enderich, Simon Heming |
Real-time capable Ensemble Estimation for 2D Object Detection. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Oytun Yapar, Erhan Öztop |
Reinforcement learning for constructing low density sign representations of Boolean functions. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Cuza, Andrea Loreggia, Alessandra Lumini, Loris Nanni |
Deep Semantic Segmentation in Skin Detection. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jianyong Xue, Frédéric Alexandre |
Developmental Modular Reinforcement Learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengxiang Shi, Pin Ni, Meihui Wang, To Eun Kim, Aldo Lipani |
Attention-based Ingredient Phrase Parser. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon, Igor D. S. Miranda, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Maurício Breternitz Jr., Lizy K. John, Priscila M. V. Lima, Felipe M. G. França |
Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Tomasz Gutowski |
Deep learning for Parkinson's disease symptom detection and severity evaluation using accelerometer signal. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Arun Pandey, Hannes De Meulemeester, Henri De Plaen, Bart De Moor, Johan A. K. Suykens |
Recurrent Restricted Kernel Machines for Time-series Forecasting. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Oneto, Sandro Ridella, Davide Anguita |
Do We Really Need a New Theory to Understand the Double-Descent? |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Davide Bacciu, Federico Errica, Nicolò Navarin, Luca Pasa, Daniele Zambon |
Deep Learning for Graphs. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Luis A. Q. Villon, Zachary Susskind, Alan T. L. Bacellar, Igor D. S. Miranda, Leandro Santiago de Araújo, Priscila M. V. Lima, Maurício Breternitz Jr., Lizy K. John, Felipe M. G. França, Diego Leonel Cadette Dutra |
A WiSARD-based conditional branch predictor. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Quinten Van Baelen, Peter Karsmakers |
Constraint Guided Gradient Descent: Guided Training with Inequality Constraints. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Oliver Kramer 0001 |
A Fast and Simple Evolution Strategy with Covariance Matrix Estimation. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Raphaël Romero, Tijl De Bie |
Embedding-based next song recommendation for playlists. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Paolo Andreini, Niccolò Pancino, Filippo Costanti, Gabriele Eusepi, Barbara Toniella Corradini |
A Deep Learning approach for oocytes segmentation and analysis. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Nadzeya Dzemidovich, Alexander Gepperth |
An empirical comparison of generators in replay-based continual learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Simone Bonechi |
A weakly supervised approach to skin lesion segmentation. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Ceni, Claudio Gallicchio |
Orthogonality in Additive Echo State Networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | |
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022, Bruges, Belgium, October 5-7, 2022 |
ESANN |
2022 |
DBLP BibTeX RDF |
|
| 1 | Hervé Frezza-Buet |
Graph-Induced Geodesics Approximation for Non-Euclidian K-Means. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Landolfi |
Revisiting Edge Pooling in Graph Neural Networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Suresh Kirthi Kumaraswamy, Alexey Ozerov, Ngoc Q. K. Duong, Anne Lambert, François Schnitzler, Patrick Fontaine |
Feature Compression Using Dynamic Switches in Multi-split CNNs. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | David Young, Douglas J. Leith |
High Accuracy and Low Regret for User-Cold-Start Using Latent Bandits. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabian Hinder, André Artelt, Valerie Vaquet, Barbara Hammer |
Contrasting Explanation of Concept Drift. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Gaia Saveri |
Graph Neural Networks for Propositional Model Counting. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Gaëlle Milon-Harnois, Nisrine Jrad, Daniel Schang, Patrick Van Bogaert, Pierre Chauvet |
1D vs 2D convolutional neural networks for scalp high frequency oscillations identification. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Berardino Barile, Pooya Ashtari, Françoise Durand-Dubief, Frederik Maes, Dominique Sappey-Marinier, Sabine Van Huffel |
A Kernel Based Multilinear SVD Approach for Multiple Sclerosis Profiles Classification. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias Kissel, Klaus Diepold |
Deep Convolutional Neural Networks with Sequentially Semiseparable Weight Matrices. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Seyedsaman Emami, Gonzalo Martínez-Muñoz |
Multioutput Regression Neural Network Training via Gradient Boosting. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Rémi Delogne, Vincent Schellekens, Laurent Jacques |
ROP inception: signal estimation with quadratic random sketching. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Massimo De Gregorio, Alfonso Di Costanzo, Andrea Motta, Debora Paris, Antonio Sorgente |
Classification of preclinical markers in Alzheimer's disease via WiSARD classifier. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Steven Michiels, Cédric De Schryver, Lynn Houthuys, Frederik Vogeler, Frederik Desplentere |
Machine learning for automated quality control in injection moulding manufacturing. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ignacio Díaz Blanco, José M. Enguita, Diego García-Pérez, Maria Dolores Chiara-Romero, Nuria Valdés, Ana González-Muñiz, Abel Alberto Cuadrado Vega |
Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Villmann, Jonas S. Almeida, Lee John, Susana Vinga |
Tutorial - Machine Learning and Information Theoretic Methods for Molecular Biology and Medicine. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrii Krutsylo, Pawel Morawiecki |
Diverse Memory for Experience Replay in Continual Learning. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Katrin Sophie Bohnsack, Marika Kaden, Julius Voigt, Thomas Villmann |
Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Mazur, André Artelt, Barbara Hammer |
Improving Zorro Explanations for Sparse Observations with Dense Proxy Data. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrea Valenti, Davide Bacciu |
Modular Representations for Weak Disentanglement. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche |
Deep latent position model for node clustering in graphs. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Domenico Tortorella, Alessio Micheli |
Beyond Homophily with Graph Echo State Networks. |
ESANN |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Amaury Lendasse, Kallin Khan, Edward R. Ratner |
NNBMSS: a Novel and Fast Method for Model Structure Selection. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Milad Leyli-Abadi, Abderrahmane Boubezoul |
Deep Neural Networks for Classification of Riding Patterns: with a focus on explainability. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Domenico Tortorella, Alessio Micheli |
Dynamic Graph Echo State Networks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph Raab, Sascha Saralajew, Frank-Michael Schleif |
Domain Adversarial Tangent Learning Towards Interpretable Domain Adaptation. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Claudio Gallicchio |
Reservoir Computing by Discretizing ODEs. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rawaa Hamdi, Asma Kerkeni, Mohamed Hédi Bedoui, Asma Ben Abdallah |
CAS-Net: A Novel Coronary Artery Segmentation Neural Network. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Géraldin Nanfack, Valentin Delchevalerie, Benoît Frénay |
Boundary-Based Fairness Constraints in Decision Trees and Random Forests. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Miguel Fernandes, Catarina Silva 0001, Joel Arrais, Alberto Cardoso, Bernardete Ribeiro |
Decay Momentum for Improving Federated Learning. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Vincent Rolfs, Matthias Kerzel, Stefan Wermter |
Pruning Neural Networks with Supermasks. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Beatriz P. Santos, Maryam Abbasi, Tiago Pereira 0001, Bernardete Ribeiro, Joel Arrais |
Improvement on Generative Adversarial Network for Targeted Drug Design. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Slawomir Golak |
Correlated Weights Neural Layer with external control. |
ESANN |
2021 |
DBLP DOI BibTeX RDF |
|
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