Sebastian Cygert

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Video Recordings

Comparative Study

Semantic Segmentation

Pedestrian Detector

Top Venues

ICCV (Workshops)

Publications

Grzegorz Rypesc, Sebastian Cygert, Valeriya Khan, Tomasz Trzcinski, Bartosz Zielinski, Bartlomiej Twardowski
Divide and not forget: Ensemble of selectively trained experts in Continual Learning. CoRR (2024)
Valeriya Khan, Sebastian Cygert, Kamil Deja, Tomasz Trzcinski, Bartlomiej Twardowski
Looking Through the Past: Better Knowledge Retention for Generative Replay in Continual Learning. IEEE Access 12 (2024)
Filip Szatkowski, Mateusz Pyla, Marcin Przewiezlikowski, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning. WACV (2024)
Grzegorz Rypesc, Sebastian Cygert, Valeriya Khan, Tomasz Trzcinski, Bartosz Zielinski, Bartlomiej Twardowski
Divide and not forget: Ensemble of selectively trained experts in Continual Learning. ICLR (2024)
Daniel Marczak, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert
MagMax: Leveraging Model Merging for Seamless Continual Learning. CoRR (2024)
Sebastian Cygert, Damian Sójka, Tomasz Trzcinski, Bartlomiej Twardowski
Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection. CoRR (2024)
Damian Sójka, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation. CoRR (2023)
Valeriya Khan, Sebastian Cygert, Kamil Deja, Tomasz Trzcinski, Bartlomiej Twardowski
Looking through the past: better knowledge retention for generative replay in continual learning. CoRR (2023)
Filip Szatkowski, Mateusz Pyla, Marcin Przewiezlikowski, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning. ICCV (Workshops) (2023)
Daniel Marczak, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
Revisiting Supervision for Continual Representation Learning. CoRR (2023)
Damian Sójka, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation. ICCV (Workshops) (2023)
Damian Sójka, Yuyang Liu, Dipam Goswami, Sebastian Cygert, Bartlomiej Twardowski, Joost van de Weijer
Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation. CoRR (2023)
Filip Szatkowski, Mateusz Pyla, Marcin Przewiezlikowski, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning. CoRR (2023)
Dariusz Piotrowski, Renard Korzeniowski, Alessio Falai, Sebastian Cygert, Kamil Pokora, Georgi Tinchev, Ziyao Zhang, Kayoko Yanagisawa
Cross-lingual Knowledge Distillation via Flow-based Voice Conversion for Robust Polyglot Text-To-Speech. CoRR (2023)
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
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech. INTERSPEECH (2023)
Piotr Bilinski, Thomas Merritt, Abdelhamid Ezzerg, Kamil Pokora, Sebastian Cygert, Kayoko Yanagisawa, Roberto Barra-Chicote, Daniel Korzekwa
Creating New Voices using Normalizing Flows. CoRR (2023)
Daniel Marczak, Grzegorz Rypesc, Sebastian Cygert, Tomasz Trzcinski, Bartlomiej Twardowski
Generalized Continual Category Discovery. CoRR (2023)
Valeriya Khan, Sebastian Cygert, Bartlomiej Twardowski, Tomasz Trzcinski
Looking through the past: better knowledge retention for generative replay in continual learning. ICCV (Workshops) (2023)
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
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech. CoRR (2023)
Dariusz Piotrowski, Renard Korzeniowski, Alessio Falai, Sebastian Cygert, Kamil Pokora, Georgi Tinchev, Ziyao Zhang, Kayoko Yanagisawa
Cross-Lingual Knowledge Distillation via Flow-Based Voice Conversion for Robust Polyglot Text-to-Speech. ICONIP (7) (2023)
Sebastian Cygert, Andrzej Czyzewski
Robust Object Detection with Multi-input Multi-output Faster R-CNN. ICIAP (1) (2022)
Piotr Bilinski, Thomas Merritt, Abdelhamid Ezzerg, Kamil Pokora, Sebastian Cygert, Kayoko Yanagisawa, Roberto Barra-Chicote, Daniel Korzekwa
Creating New Voices using Normalizing Flows. INTERSPEECH (2022)
Sebastian Cygert, Bartlomiej Wróblewski, Karol Wozniak, Radoslaw Slowinski, Andrzej Czyzewski
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift. IJCNN (2021)
Sebastian Cygert, Andrzej Czyzewski
Robustness in Compressed Neural Networks for Object Detection. CoRR (2021)
Sebastian Cygert, Andrzej Czyzewski
Robustness in Compressed Neural Networks for Object Detection. IJCNN (2021)
Sebastian Cygert, Bartlomiej Wróblewski, Karol Wozniak, Radoslaw Slowinski, Andrzej Czyzewski
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift. CoRR (2021)
Sebastian Cygert, Andrzej Czyzewski
Robust Object Detection with Multi-input Multi-output Faster R-CNN. CoRR (2021)
Sebastian Cygert, Franciszek Górski, Piotr Juszczyk, Sebastian Lewalski, Krzysztof Pastuszak, Andrzej Czyzewski, Anna Supernat
Towards Cancer Patients Classification Using Liquid Biopsy. PRIME@MICCAI (2021)
Sebastian Cygert, Andrzej Czyzewski
Toward Robust Pedestrian Detection With Data Augmentation. IEEE Access 8 (2020)
Sebastian Cygert, Andrzej Czyzewski
Evaluating Calibration and Robustness of Pedestrian Detectors. MCSS (2020)
Andrzej Czyzewski, Sebastian Cygert, Grzegorz Szwoch, Józef Kotus, Dawid Weber, Maciej Szczodrak, Damian Koszewski, Kazimierz Jamroz, Wojciech Kustra, Andrzej Sroczynski, Tomasz Smialkowski, Piotr Hoffmann
Comparative study on the effectiveness of various types of road traffic intensity detectors. MT-ITS (2019)
P. Sokolowski, Sebastian Cygert, Maciej Szczodrak
Wind Turbines Modeling as the Tool for Developing Algorithms of Processing their Video Recordings. SPA (2019)
Sebastian Cygert, Andrzej Czyzewski
Style Transfer for Detecting Vehicles with Thermal Camera. SPA (2019)
Sebastian Cygert, Andrzej Czyzewski
Vehicle detector training with labels derived from background subtraction algorithms in video surveillance. SPA (2018)
Sebastian Cygert, Grzegorz Szwoch, Szymon Zaporowski, Andrzej Czyzewski
Vocalic Segments Classification Assisted by Mouth Motion Capture. HSI (2018)
Daniel Wesierski, Sebastian Cygert
Shape-Based Pose Estimation of Robotic Surgical Instruments. CARE/CLIP@MICCAI (2017)
Joanna Porter-Sobieraj, Sebastian Cygert, Daniel Kikola, Jan Sikorski, Marcin Slodkowski
Optimizing the computation of a parallel 3D finite difference algorithm for graphics processing units. Concurr. Comput. Pract. Exp. 27 (6) (2015)
Sebastian Cygert, Daniel Kikola, Joanna Porter-Sobieraj, Jan Sikorski, Marcin Slodkowski
Using GPUs for Parallel Stencil Computations in Relativistic Hydrodynamic Simulation. PPAM (1) (2013)
Sebastian Cygert, Joanna Porter-Sobieraj, Daniel Kikola, Jan Sikorski, Marcin Slodkowski
Towards an Efficient Multi-Stage Riemann Solver for Nuclear Physics Simulations. FedCSIS (2013)