Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication. - Felix Sattler; Simon Wiedemann; Klaus-Robert Müller; Wojciech Samek (IJCNN, 2019)

Robust and Communication-Efficient Federated Learning from Non-IID Data. - Felix Sattler; Simon Wiedemann; Klaus-Robert Müller; Wojciech Samek (CoRR, 2019)

Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints. - Felix Sattler; Klaus-Robert Müller; Wojciech Samek (CoRR, 2019)

On the Byzantine Robustness of Clustered Federated Learning. - Felix Sattler; Klaus-Robert Müller; Thomas Wiegand 001; Wojciech Samek (ICASSP, 2020)

Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates. - David Neumann; Felix Sattler; Heiner Kirchhoffer; Simon Wiedemann; Karsten Müller 001; Heiko Schwarz; Thomas Wiegand 001; Detlev Marpe; Wojciech Samek (ICIP, 2020)

Trends and Advancements in Deep Neural Network Communication. - Felix Sattler; Thomas Wiegand 001; Wojciech Samek (CoRR, 2020)

Communication-Efficient Federated Distillation. - Felix Sattler; Arturo Marbán; Roman Rischke; Wojciech Samek (CoRR, 2020)

Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements. - Felix Sattler; Jackie Ma; Patrick Wagner 002; David Neumann; Markus Wenzel 002; Ralf Schäfer; Wojciech Samek; Klaus-Robert Müller; Thomas Wiegand 001 (npj Digit. Medicine, 2020)

Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data. - Felix Sattler; Simon Wiedemann; Klaus-Robert Müller; Wojciech Samek (IEEE Trans. Neural Networks Learn. Syst., 2020)

Reward-Based 1-bit Compressed Federated Distillation on Blockchain. - Leon Witt; Usama Zafar; KuoYeh Shen; Felix Sattler; Dan Li 001; Wojciech Samek (CoRR, 2021)

Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints. - Felix Sattler; Klaus-Robert Müller; Wojciech Samek (IEEE Trans. Neural Networks Learn. Syst., 2021)

Concepts for efficient, adaptive and robust deep learning from distributed data. - Felix Sattler (2021)

CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding. - Felix Sattler; Arturo Marbán; Roman Rischke; Wojciech Samek (IEEE Trans. Netw. Sci. Eng., 2022)

A Maritime Situational Awareness Framework Using Dynamic 3D Reconstruction in Real-Time. - Felix Sattler; Sarah Barnes; Maurice Stephan (IV, 2023)

Deep learning-based denoising streamed from mobile phones improves speech-in-noise understanding for hearing aid users. - 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; et al. (CoRR, 2023)

The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024. - 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 003; et al. (CoRR, 2023)

FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning. - Felix Sattler; Tim Korjakow; Roman Rischke; Wojciech Samek (IEEE Trans. Neural Networks Learn. Syst., 2023)

UTrack: Multi-object Tracking with Uncertain Detections. - Edgardo Solano-Carrillo; Felix Sattler; Antje Alex; Alexander Klein; Bruno Pereira Costa; Ángel Bueno Rodríguez; Jannis Stoppe (ECCV Workshops (17), 2024)

2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results. - 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 003; et al. (WACV (Workshops), 2024)

Automatic occlusion removal from 3D maps for maritime situational awareness. - Felix Sattler; Borja Carrillo-Perez; Maurice Stephan; Sarah Barnes (CoRR, 2024)

Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency. - Leon Witt; Usama Zafar; KuoYeh Shen; Felix Sattler; Dan Li 001; Songtao Wang; Wojciech Samek (IEEE Trans. Serv. Comput., 2024)

Embedded 3D reconstruction of dynamic objects in real time for maritime situational awareness pictures. - Felix Sattler; Borja Carrillo-Perez; Sarah Barnes; Karsten Stebner; Maurice Stephan; Gregor Lux (Vis. Comput., 2024)