Felix Sattler

27 papers B 2C 1Misc 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Synthetic-to-Real Domain Bridging for Single-View 3D Reconstruction of Ships for Maritime Monitoring.
CoRR
Borja Carrillo-Perez, Felix Sattler, Ángel Bueno Rodríguez, Maurice Stephan, Sarah Barnes
2024 — conf
2
WACV (Workshops)
Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann
2024 J jnl
Automatic occlusion removal from 3D maps for maritime situational awareness.
CoRR
Felix Sattler, Borja Carrillo-Perez, Maurice Stephan, Sarah Barnes
2024 J jnl
Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency.
IEEE Trans. Serv. Comput.
Leon Witt, Usama Zafar, KuoYeh Shen, Felix Sattler, Dan Li, Songtao Wang, Wojciech Samek
2024 J jnl
Embedded 3D reconstruction of dynamic objects in real time for maritime situational awareness pictures.
Vis. Comput.
Felix Sattler, Borja Carrillo-Perez, Sarah Barnes, Karsten Stebner, Maurice Stephan, Gregor Lux
2024 J jnl
UTrack: Multi-Object Tracking with Uncertain Detections.
CoRR
Edgardo Solano-Carrillo, Felix Sattler, Antje Alex, Alexander Klein, Bruno Pereira Costa, Ángel Bueno Rodríguez, Jannis Stoppe
2024 — conf
UTrack: Multi-object Tracking with Uncertain Detections.
ECCV Workshops (17)
Edgardo Solano-Carrillo, Felix Sattler, Antje Alex, Alexander Klein, Bruno Pereira Costa, Ángel Bueno Rodríguez, Jannis Stoppe
2023 C conf
A Maritime Situational Awareness Framework Using Dynamic 3D Reconstruction in Real-Time.
IV
Felix Sattler, Sarah Barnes, Maurice Stephan
2023 J jnl
Deep learning-based denoising streamed from mobile phones improves speech-in-noise understanding for hearing aid users.
CoRR
Peter Udo Diehl, Hannes Zilly, Felix Sattler, Yosef Singer, Kevin Kepp, Mark Berry, Henning Hasemann, Marlene Zippel, Müge Kaya, Paul Meyer-Rachner, Annett Pudszuhn, Veit M. Hofmann, Matthias Vormann, Elias Sprengel
2023 J jnl
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning.
IEEE Trans. Neural Networks Learn. Syst.
Felix Sattler, Tim Korjakow, Roman Rischke, Wojciech Samek
2023 J jnl
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024.
CoRR
Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann
2022 J jnl
CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding.
IEEE Trans. Netw. Sci. Eng.
Felix Sattler, Arturo Marbán, Roman Rischke, Wojciech Samek
2021 J jnl
Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Felix Sattler, Klaus-Robert Müller, Wojciech Samek
2021 — —
Concepts for efficient, adaptive and robust deep learning from distributed data.
Felix Sattler
2021 J jnl
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning.
CoRR
Felix Sattler, Tim Korjakow, Roman Rischke, Wojciech Samek
2021 J jnl
Reward-Based 1-bit Compressed Federated Distillation on Blockchain.
CoRR
Leon Witt, Usama Zafar, KuoYeh Shen, Felix Sattler, Dan Li, Wojciech Samek
2020 J jnl
Communication-Efficient Federated Distillation.
CoRR
Felix Sattler, Arturo Marbán, Roman Rischke, Wojciech Samek
2020 B conf
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates.
ICIP
David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
2020 Misc conf
On the Byzantine Robustness of Clustered Federated Learning.
ICASSP
Felix Sattler, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek
2020 J jnl
Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements.
CoRR
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020 J jnl
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements.
npj Digit. Medicine
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020 J jnl
Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data.
IEEE Trans. Neural Networks Learn. Syst.
Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
2020 J jnl
Trends and Advancements in Deep Neural Network Communication.
CoRR
Felix Sattler, Thomas Wiegand, Wojciech Samek
2019 J jnl
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints.
CoRR
Felix Sattler, Klaus-Robert Müller, Wojciech Samek
2019 J jnl
Robust and Communication-Efficient Federated Learning from Non-IID Data.
CoRR
Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
2019 B conf
Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication.
IJCNN
Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
2018 J jnl
Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication.
CoRR
Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek