Sebastian Cygert

52 papers A* 3A 4B 2C 2Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2026 — conf
Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework.
EACL (Student Research Workshop)
Grzegorz Statkiewicz, Alicja Dobrzeniecka, Karolina Seweryn, Aleksandra Krasnodebska, Karolina Piosek, Katarzyna Bogusz, Sebastian Cygert, Wojciech Kusa
2026 J jnl
Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework.
CoRR
Grzegorz Statkiewicz, Alicja Dobrzeniecka, Karolina Seweryn, Aleksandra Krasnodebska, Karolina Piosek, Katarzyna Bogusz, Sebastian Cygert, Wojciech Kusa
2026 — conf
Realistic Evaluation of Test-Time Adaptation: Unsupervised Model Selection.
VISAPP (1)
Sebastian Cygert, Damian Sójka, Tomasz Trzcinski, Bartlomiej Twardowski
2026 J jnl
Subspace Optimization for Backpropagation-Free Continual Test-Time Adaptation.
CoRR
Damian Sójka, Sebastian Cygert, Marc Masana
2025 J jnl
Efficient Multi-Source Knowledge Transfer by Model Merging.
CoRR
Marcin Osial, Bartosz Wójcik, Bartosz Zielinski, Sebastian Cygert
2025 A* conf
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces.
ICML
Daniel Marczak, Simone Magistri, Sebastian Cygert, Bartlomiej Twardowski, Andrew D. Bagdanov, Joost van de Weijer
2025 J jnl
No Task Left Behind: Isotropic Model Merging with Common and Task-Specific Subspaces.
CoRR
Daniel Marczak, Simone Magistri, Sebastian Cygert, Bartlomiej Twardowski, Andrew D. Bagdanov, Joost van de Weijer
2024 A conf
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation.
BMVC
Damian Sójka, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert
2024 A conf
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning.
WACV
Filip Szatkowski, Mateusz Pyla, Marcin Przewiezlikowski, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
2024 — conf
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery.
ECCV (11)
Grzegorz Rypesc, Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
2024 A* conf
Divide and not forget: Ensemble of selectively trained experts in Continual Learning.
ICLR
Grzegorz Rypesc, Sebastian Cygert, Valeriya Khan, Tomasz Trzcinski, Bartosz Zielinski, Bartlomiej Twardowski
2024 J jnl
Divide and not forget: Ensemble of selectively trained experts in Continual Learning.
CoRR
Grzegorz Rypesc, Sebastian Cygert, Valeriya Khan, Tomasz Trzcinski, Bartosz Zielinski, Bartlomiej Twardowski
2024 J jnl
Looking Through the Past: Better Knowledge Retention for Generative Replay in Continual Learning.
IEEE Access
Valeriya Khan, Sebastian Cygert, Kamil Deja, Tomasz Trzcinski, Bartlomiej Twardowski
2024 — conf
MAGMAX: Leveraging Model Merging for Seamless Continual Learning.
ECCV (85)
Daniel Marczak, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert
2024 J jnl
MagMax: Leveraging Model Merging for Seamless Continual Learning.
CoRR
Daniel Marczak, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert
2024 J jnl
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection.
CoRR
Sebastian Cygert, Damian Sójka, Tomasz Trzcinski, Bartlomiej Twardowski
2024 — conf
Revisiting Supervision for Continual Representation Learning.
ECCV (6)
Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
2024 A* conf
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning.
NeurIPS
Grzegorz Rypesc, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
2024 J jnl
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning.
CoRR
Grzegorz Rypesc, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
2023 — conf
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation.
ICCV (Workshops)
Damian Sójka, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
2023 J jnl
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation.
CoRR
Damian Sójka, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
2023 — conf
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning.
ICCV (Workshops)
Filip Szatkowski, Mateusz Pyla, Marcin Przewiezlikowski, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
2023 J jnl
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning.
CoRR
Filip Szatkowski, Mateusz Pyla, Marcin Przewiezlikowski, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
2023 A conf
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech.
INTERSPEECH
Guangyan Zhang, Thomas Merritt, Manuel Sam Ribeiro, Biel Tura Vecino, Kayoko Yanagisawa, Kamil Pokora, Abdelhamid Ezzerg, Sebastian Cygert, Ammar Abbas, Piotr Bilinski, Roberto Barra-Chicote, Daniel Korzekwa, Jaime Lorenzo-Trueba
2023 J jnl
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech.
CoRR
Guangyan Zhang, Thomas Merritt, Manuel Sam Ribeiro, Biel Tura Vecino, Kayoko Yanagisawa, Kamil Pokora, Abdelhamid Ezzerg, Sebastian Cygert, Ammar Abbas, Piotr Bilinski, Roberto Barra-Chicote, Daniel Korzekwa, Jaime Lorenzo-Trueba
2023 J jnl
Creating New Voices using Normalizing Flows.
CoRR
Piotr Bilinski, Thomas Merritt, Abdelhamid Ezzerg, Kamil Pokora, Sebastian Cygert, Kayoko Yanagisawa, Roberto Barra-Chicote, Daniel Korzekwa
2023 — conf
Cross-Lingual Knowledge Distillation via Flow-Based Voice Conversion for Robust Polyglot Text-to-Speech.
ICONIP (7)
Dariusz Piotrowski, Renard Korzeniowski, Alessio Falai, Sebastian Cygert, Kamil Pokora, Georgi Tinchev, Ziyao Zhang, Kayoko Yanagisawa
2023 J jnl
Cross-lingual Knowledge Distillation via Flow-based Voice Conversion for Robust Polyglot Text-To-Speech.
CoRR
Dariusz Piotrowski, Renard Korzeniowski, Alessio Falai, Sebastian Cygert, Kamil Pokora, Georgi Tinchev, Ziyao Zhang, Kayoko Yanagisawa
2023 J jnl
Generalized Continual Category Discovery.
CoRR
Daniel Marczak, Grzegorz Rypesc, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
2023 — conf
Looking through the past: better knowledge retention for generative replay in continual learning.
ICCV (Workshops)
Valeriya Khan, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
2023 J jnl
Looking through the past: better knowledge retention for generative replay in continual learning.
CoRR
Valeriya Khan, Sebastian Cygert, Kamil Deja, Tomasz Trzcinski, Bartlomiej Twardowski
2023 J jnl
Revisiting Supervision for Continual Representation Learning.
CoRR
Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
2023 J jnl
Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation.
CoRR
Damian Sójka, Yuyang Liu, Dipam Goswami, Sebastian Cygert, Bartlomiej Twardowski, Joost van de Weijer
2022 A conf
Creating New Voices using Normalizing Flows.
INTERSPEECH
Piotr Bilinski, Thomas Merritt, Abdelhamid Ezzerg, Kamil Pokora, Sebastian Cygert, Kayoko Yanagisawa, Roberto Barra-Chicote, Daniel Korzekwa
2022 — conf
Robust Object Detection with Multi-input Multi-output Faster R-CNN.
ICIAP (1)
Sebastian Cygert, Andrzej Czyzewski
2021 B conf
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift.
IJCNN
Sebastian Cygert, Bartlomiej Wróblewski, Karol Wozniak, Radoslaw Slowinski, Andrzej Czyzewski
2021 J jnl
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift.
CoRR
Sebastian Cygert, Bartlomiej Wróblewski, Karol Wozniak, Radoslaw Slowinski, Andrzej Czyzewski
2021 J jnl
Robust Object Detection with Multi-input Multi-output Faster R-CNN.
CoRR
Sebastian Cygert, Andrzej Czyzewski
2021 B conf
Robustness in Compressed Neural Networks for Object Detection.
IJCNN
Sebastian Cygert, Andrzej Czyzewski
2021 J jnl
Robustness in Compressed Neural Networks for Object Detection.
CoRR
Sebastian Cygert, Andrzej Czyzewski
2021 — conf
Towards Cancer Patients Classification Using Liquid Biopsy.
PRIME@MICCAI
Sebastian Cygert, Franciszek Górski, Piotr Juszczyk, Sebastian Lewalski, Krzysztof Pastuszak, Andrzej Czyzewski, Anna Supernat
2020 — conf
Evaluating Calibration and Robustness of Pedestrian Detectors.
MCSS
Sebastian Cygert, Andrzej Czyzewski
2020 J jnl
Toward Robust Pedestrian Detection With Data Augmentation.
IEEE Access
Sebastian Cygert, Andrzej Czyzewski
2019 — conf
Comparative study on the effectiveness of various types of road traffic intensity detectors.
MT-ITS
Andrzej Czyzewski, Sebastian Cygert, Grzegorz Szwoch, Józef Kotus, Dawid Weber, Maciej Szczodrak, Damian Koszewski, Kazimierz Jamroz, Wojciech Kustra, Andrzej Sroczynski, Tomasz Smialkowski, Piotr Hoffmann
2019 — conf
Style Transfer for Detecting Vehicles with Thermal Camera.
SPA
Sebastian Cygert, Andrzej Czyzewski
2019 — conf
Wind Turbines Modeling as the Tool for Developing Algorithms of Processing their Video Recordings.
SPA
Piotr Sokolowski, Sebastian Cygert, Maciej Szczodrak
2018 — conf
Vehicle detector training with labels derived from background subtraction algorithms in video surveillance.
SPA
Sebastian Cygert, Andrzej Czyzewski
2018 C conf
Vocalic Segments Classification Assisted by Mouth Motion Capture.
HSI
Sebastian Cygert, Grzegorz Szwoch, Szymon Zaporowski, Andrzej Czyzewski
2017 — conf
Shape-Based Pose Estimation of Robotic Surgical Instruments.
CARE/CLIP@MICCAI
Daniel Wesierski, Sebastian Cygert
2015 J jnl
Optimizing the computation of a parallel 3D finite difference algorithm for graphics processing units.
Concurr. Comput. Pract. Exp.
Joanna Porter-Sobieraj, Sebastian Cygert, Daniel Kikola, Jan Sikorski, Marcin Slodkowski
2013 C conf
Towards an Efficient Multi-Stage Riemann Solver for Nuclear Physics Simulations.
FedCSIS
Sebastian Cygert, Joanna Porter-Sobieraj, Daniel Kikola, Jan Sikorski, Marcin Slodkowski
2013 — conf
Using GPUs for Parallel Stencil Computations in Relativistic Hydrodynamic Simulation.
PPAM (1)
Sebastian Cygert, Daniel Kikola, Joanna Porter-Sobieraj, Jan Sikorski, Marcin Slodkowski