Pawel Andrzej Herman
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
10
Active years
2008–2024
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICANN | Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems. | Lele Cao, Gustaf Halvardsson, Andrew McCornack, Vilhelm von Ehrenheim, Pawel Andrzej Herman |
| 2024 | KDD | Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask. | Zineb Senane, Lele Cao, Valentin Leonhard Buchner, Yusuke Tashiro, Lei You, Pawel Andrzej Herman, Mats Nordahl, Ruibo Tu, Vilhelm von Ehrenheim |
| 2023 | ESANN | Spiking neural networks with Hebbian plasticity for unsupervised representation learning. | Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman |
| 2022 | IJCNN | Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve. | Patrcia Pereira, Anders Lansner, Pawel Andrzej Herman |
| 2022 | PDP | NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage. | Steven Wei Der Chien, Artur Podobas, Martin Svedin, Andriy Tkachuk, Salem El Sayed, Pawel Andrzej Herman, Ganesan Umanesan, Sai Narasimhamurthy, Stefano Markidis |
| 2021 | ESANN | Semi-supervised learning with Bayesian Confidence Propagation Neural Network. | Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman |
| 2021 | ICANN | Brain-Like Approaches to Unsupervised Learning of Hidden Representations - A Comparative Study. | Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman |
| 2020 | IJCNN | Learning representations in Bayesian Confidence Propagation neural networks. | Naresh Balaji Ravichandran, Anders Lansner, Pawel Andrzej Herman |
| 2020 | MICCAI | Detection of Ischemic Infarct Core in Non-contrast Computed Tomography. | Maximilian Hornung, Oliver Taubmann, Hendrik Ditt, Bjrn H. Menze, Pawel Andrzej Herman, Erik Fransn |
| 2020 | SC | Automatic Particle Trajectory Classification in Plasma Simulations. | Stefano Markidis, Ivy Bo Peng, Artur Podobas, Itthinat Jongsuebchoke, Gabriel Bengtsson, Pawel Andrzej Herman |
| 2019 | ICANN | Sequence Disambiguation with Synaptic Traces in Associative Neural Networks. | Ramon H. Martinez, Oskar Kviman, Anders Lansner, Pawel Andrzej Herman |
| 2018 | IVA | Pedestrian simulation as multi-objective reinforcement learning. | Naresh Balaji Ravichandran, Fangkai Yang, Christopher Peters, Anders Lansner, Pawel Andrzej Herman |
| 2018 | SC | Characterizing Deep-Learning I/O Workloads in TensorFlow. | Steven Wei Der Chien, Stefano Markidis, Chaitanya Prasad Sishtla, Lus Santos, Pawel Andrzej Herman, Sai Narasimhamurthy, Erwin Laure |
| 2017 | IJCNN | Odor recognition in an attractor network model of the mammalian olfactory cortex. | Pawel Andrzej Herman, Simon Benjaminsson, Anders Lansner |
| 2009 | HCI | Are You Really Looking? Finding the Answer through Fixation Patterns and EEG. | Anne-Marie Brouwer, Maarten A. Hogervorst, Pawel Andrzej Herman, Frank Kooi |
| 2008 | SMC | Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. | Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity |