Nikolay Chumerin

31 papers A* 2A 2C 2Misc 1Journal 12Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Efficient Audio-Text Emotion Recognition with Parameter-Efficient Fine-tuning. MRAC@MM Taoufik Bourgana, Jay Culligan, Ryosuke Tachibana, Hirofumi Morishita, Nikolay Chumerin
2024	A	`conf`	OOD Aware Supervised Contrastive Learning. WACV Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi
2023	A*	`conf`	Contrastive Classification and Representation Learning with Probabilistic Interpretation. AAAI Rahaf Aljundi, Yash Patel, Milan Sulc, Nikolay Chumerin, Daniel Olmeda Reino
2023	J	`jnl`	OOD Aware Supervised Contrastive Learning. CoRR Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi
2022	—	`conf`	Continual Novelty Detection. CoLLAs Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner
2022	J	`jnl`	Contrastive Classification and Representation Learning with Probabilistic Interpretation. CoRR Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda Reino, Nikolay Chumerin
2022	A	`conf`	Identifying Wrongly Predicted Samples: A Method for Active Learning. WACV Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino
2021	J	`jnl`	Continual Novelty Detection. CoRR Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner
2021	A*	`conf`	Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling. ICCV Tomas Vojir, Tomás Sipka, Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino, Jiri Matas
2020	J	`jnl`	Identifying Wrongly Predicted Samples: A Method for Active Learning. CoRR Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino
2016	—	`conf`	Cortical distribution of N400 potential in response to semantic priming with visual non-linguistic stimuli. SSP Elvira Khachatryan, Nikolay Chumerin, Evelien Carrette, Flavio Camarrone, Leen De Taeye, Alfred Meurs, Paul Boon, Dirk Van Roost, Marc M. Van Hulle
2016	J	`jnl`	Single-Trial ERP Component Analysis Using a Spatiotemporal LCMV Beamformer. IEEE Trans. Biomed. Eng. Marijn van Vliet, Nikolay Chumerin, Simon De Deyne, Jan Roelf Wiersema, Wim Fias, Gerrit Storms, Marc M. Van Hulle
2014	J	`jnl`	Language Model Applications to Spelling with Brain-Computer Interfaces. Sensors Anderson Mora-Cortes, Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle
2013	J	`jnl`	Steady-State Visual Evoked Potential-Based Computer Gaming on a Consumer-Grade EEG Device. IEEE Trans. Comput. Intell. AI Games Nikolay Chumerin, Nikolay V. Manyakov, Marijn van Vliet, Arne Robben, Adrien Combaz, Marc M. Van Hulle
2012	—	`conf`	Decoding SSVEP Responses based on Parafac Decomposition. BIOSIGNALS Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
2012	—	`conf`	Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling. ICAISC (2) Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
2012	J	`jnl`	Multichannel Decoding for Phase-Coded SSVEP Brain-Computer Interface. Int. J. Neural Syst. Nikolay V. Manyakov, Nikolay Chumerin, Marc M. Van Hulle
2012	J	`jnl`	Towards the detection of error-related potentials and its integration in the context of a P300 speller brain-computer interface. Neurocomputing Adrien Combaz, Nikolay Chumerin, Nikolay V. Manyakov, Arne Robben, Johan A. K. Suykens, Marc M. Van Hulle
2011	—	`conf`	Brain-computer interface research at Katholieke Universiteit Leuven. ISABEL Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Patrick A. De Mazière, Marc M. Van Hulle
2011	—	`conf`	Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction. MLSP Arne Robben, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marijn van Vliet, Marc M. Van Hulle
2011	J	`jnl`	Comparison of Classification Methods for P300 Brain-Computer Interface on Disabled Subjects. Comput. Intell. Neurosci. Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle
2011	—	`conf`	Comparison of Linear Classification Methods for P300 Brain-computer Interface on Disabled Subjects. BIOSIGNALS Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Marc M. Van Hulle
2011	C	`conf`	Decoding Phase-Based Information from Steady-State Visual Evoked Potentials with Use of Complex-Valued Neural Network. IDEAL Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
2011	—	`conf`	Decoding phase-based information from SSVEP recordings: A comparative study. MLSP Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
2011	—	`conf`	Steady State Visual Evoked Potential Based Computer Gaming - The Maze. INTETAIN Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
2011	—	`conf`	Subject-adaptive steady-state visual evoked potential detection for brain-computer interface. IDAACS (1) Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
2011	J	`jnl`	The Driving School System: Learning Basic Driving Skills From a Teacher in a Real Car. IEEE Trans. Intell. Transp. Syst. 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
2010	—	`conf`	Decoding SSVEP Responses using Time Domain Classification. IJCCI (ICFC-ICNC) Nikolay V. Manyakov, Nikolay Chumerin, Adrien Combaz, Arne Robben, Marc M. Van Hulle
2010	J	`jnl`	Learning Eye Vergence Control from a Distributed Disparity Representation. Int. J. Neural Syst. Nikolay Chumerin, Agostino Gibaldi, Silvio P. Sabatini, Marc M. Van Hulle
2009	C	`conf`	Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling. ICMLA Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumerin, Johan A. K. Suykens, Marc M. Van Hulle
2009	Misc	`conf`	P300 Detection Based on Feature Extraction in On-line Brain-Computer Interface. KI 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