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ORCIDNikolay Chumerin
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2020 – today
- 2024
[c18]Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi:
OOD Aware Supervised Contrastive Learning. WACV 2024: 1945-1955- 2023
- [c17]Rahaf Aljundi, Yash Patel, Milan Sulc, Nikolay Chumerin, Daniel Olmeda Reino:
Contrastive Classification and Representation Learning with Probabilistic Interpretation. AAAI 2023: 6675-6683 - [i4]Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi:
OOD Aware Supervised Contrastive Learning. CoRR abs/2310.01942 (2023) - 2022
- [c16]Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner:
Continual Novelty Detection. CoLLAs 2022: 1004-1025 - [c15]Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino:
Identifying Wrongly Predicted Samples: A Method for Active Learning. WACV 2022: 2071-2079 - [i3]Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda Reino, Nikolay Chumerin:
Contrastive Classification and Representation Learning with Probabilistic Interpretation. CoRR abs/2211.03646 (2022) - 2021
- [c14]Tomas Vojir, Tomás Sipka, Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino, Jiri Matas
:
Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling. ICCV 2021: 15631-15640 - [i2]Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner:
Continual Novelty Detection. CoRR abs/2106.12964 (2021) - 2020
- [i1]Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino:
Identifying Wrongly Predicted Samples: A Method for Active Learning. CoRR abs/2010.06890 (2020)
2010 – 2019
- 2016
- [j8]Marijn van Vliet, Nikolay Chumerin, Simon De Deyne, Jan Roelf Wiersema, Wim Fias, Gerrit Storms, Marc M. Van Hulle:
Single-Trial ERP Component Analysis Using a Spatiotemporal LCMV Beamformer. IEEE Trans. Biomed. Eng. 63(1): 55-66 (2016) - [c13]Elvira Khachatryan, Nikolay Chumerin, Evelien Carrette, Flavio Camarrone, Leen De Taeye, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle:
Cortical distribution of N400 potential in response to semantic priming with visual non-linguistic stimuli. SSP 2016: 1-5 - 2014
- [j7]Anderson Mora-Cortes, Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle:
Language Model Applications to Spelling with Brain-Computer Interfaces. Sensors 14(4): 5967-5993 (2014) - 2013
- [j6]Nikolay Chumerin, Nikolay V. Manyakov, Marijn van Vliet, Arne Robben, Adrien Combaz, Marc M. Van Hulle:
Steady-State Visual Evoked Potential-Based Computer Gaming on a Consumer-Grade EEG Device. IEEE Trans. Comput. Intell. AI Games 5(2): 100-110 (2013) - 2012
- [j5]Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle:
Multichannel Decoding for Phase-Coded SSVEP Brain-Computer Interface. Int. J. Neural Syst. 22(5) (2012) - [j4]Adrien Combaz, Nikolay Chumerin, Nikolay V. Manyakov, Arne Robben, Johan A. K. Suykens, Marc M. Van Hulle:
Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface. Neurocomputing 80: 73-82 (2012) - [c12]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Decoding SSVEP Responses based on Parafac Decomposition. BIOSIGNALS 2012: 443-447 - [c11]Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling. ICAISC (2) 2012: 293-301 - 2011
- [j3]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle:
Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects. Comput. Intell. Neurosci. 2011: 519868:1-519868:12 (2011) - [j2]Irene Markelic, Anders Kjær-Nielsen, Karl Pauwels, Lars Baunegaard With Jensen, Nikolay Chumerin, Ausra Vidugiriene, Minija Tamosiunaite, Alexander Rotter, Marc M. Van Hulle, Norbert Krüger, Florentin Wörgötter:
The Driving School System: Learning Basic Driving Skills From a Teacher in a Real Car. IEEE Trans. Intell. Transp. Syst. 12(4): 1135-1146 (2011) - [c10]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle:
Comparison of Linear Classification Methods for P300 Brain-computer Interface on Disabled Subjects. BIOSIGNALS 2011: 328-334 - [c9]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Subject-adaptive steady-state visual evoked potential detection for brain-computer interface. IDAACS (1) 2011: 369-373 - [c8]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. IDEAL 2011: 135-143 - [c7]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Steady State Visual Evoked Potential Based Computer Gaming - The Maze. INTETAIN 2011: 28-37 - [c6]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Patrick A. De Mazière, Marc M. Van Hulle:
Brain-computer interface research at Katholieke Universiteit Leuven. ISABEL 2011: 67:1-67:5 - [c5]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle:
Decoding phase-based information from SSVEP recordings: A comparative study. MLSP 2011: 1-6 - [c4]Arne Robben, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marijn van Vliet, Marc M. Van Hulle:
Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction. MLSP 2011: 1-6 - 2010
- [j1]Nikolay Chumerin, Agostino Gibaldi, Silvio P. Sabatini, Marc M. Van Hulle:
Learning Eye Vergence Control from a Distributed Disparity Representation. Int. J. Neural Syst. 20(4): 267-278 (2010) - [c3]Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle:
Decoding SSVEP Responses using Time Domain Classification. IJCCI (ICFC-ICNC) 2010: 376-380
2000 – 2009
- 2009
- [c2]Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle:
Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. ICMLA 2009: 386-391 - [c1]Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Johan A. K. Suykens, Refet Firat Yazicioglu, Tom Torfs, Patrick Merken, Herc P. Neves, Chris Van Hoof, Marc M. Van Hulle:
P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface. KI 2009: 339-346
Coauthor Index
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