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Felix Sattler
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2020 – today
- 2024
- [j6]Felix Sattler
, Borja Carrillo-Perez
Embedded 3D reconstruction of dynamic objects in real time for maritime situational awareness pictures. Vis. Comput. 40(2): 571-584 (2024) - [c5]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
2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results. WACV (Workshops) 2024: 869-891 - [i12]Edgardo Solano-Carrillo, Felix Sattler, Antje Alex, Alexander Klein, Bruno Pereira Costa, Ángel Bueno Rodríguez, Jannis Stoppe:
UTrack: Multi-Object Tracking with Uncertain Detections. CoRR abs/2408.17098 (2024) - [i11]Felix Sattler, Borja Carrillo-Perez, Maurice Stephan, Sarah Barnes:
Automatic occlusion removal from 3D maps for maritime situational awareness. CoRR abs/2409.03451 (2024) - 2023
- [j5]Felix Sattler
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5531-5543 (2023) - [c4]Felix Sattler
A Maritime Situational Awareness Framework Using Dynamic 3D Reconstruction in Real-Time. IV 2023: 334-339 - [i10]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:
Deep learning-based denoising streamed from mobile phones improves speech-in-noise understanding for hearing aid users. CoRR abs/2308.11456 (2023) - [i9]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:
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024. CoRR abs/2311.14762 (2023) - 2022
- [j4]Felix Sattler
CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding. IEEE Trans. Netw. Sci. Eng. 9(4): 2025-2038 (2022) - 2021
- [b1]Felix Sattler:
Concepts for efficient, adaptive and robust deep learning from distributed data. Technical University of Berlin, Germany, 2021 - [j3]Felix Sattler
Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints. IEEE Trans. Neural Networks Learn. Syst. 32(8): 3710-3722 (2021) - [i8]Felix Sattler, Tim Korjakow, Roman Rischke, Wojciech Samek:
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning. CoRR abs/2102.02514 (2021) - [i7]Leon Witt, Usama Zafar, KuoYeh Shen, Felix Sattler, Dan Li, Wojciech Samek:
Reward-Based 1-bit Compressed Federated Distillation on Blockchain. CoRR abs/2106.14265 (2021) - 2020
- [j2]Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements. npj Digit. Medicine 3 (2020) - [j1]Felix Sattler
Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3400-3413 (2020) - [c3]Felix Sattler, Klaus-Robert Müller
On the Byzantine Robustness of Clustered Federated Learning. ICASSP 2020: 8861-8865 - [c2]David Neumann
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates. ICIP 2020: 21-25 - [i6]Felix Sattler, Thomas Wiegand, Wojciech Samek:
Trends and Advancements in Deep Neural Network Communication. CoRR abs/2003.03320 (2020) - [i5]Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand:
Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements. CoRR abs/2004.11841 (2020) - [i4]Felix Sattler, Arturo Marbán, Roman Rischke, Wojciech Samek:
Communication-Efficient Federated Distillation. CoRR abs/2012.00632 (2020)
2010 – 2019
- 2019
- [c1]Felix Sattler, Simon Wiedemann
Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication. IJCNN 2019: 1-8 - [i3]Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek:
Robust and Communication-Efficient Federated Learning from Non-IID Data. CoRR abs/1903.02891 (2019) - [i2]Felix Sattler, Klaus-Robert Müller, Wojciech Samek:
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints. CoRR abs/1910.01991 (2019) - 2018
- [i1]Felix Sattler, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek:
Sparse Binary Compression: Towards Distributed Deep Learning with minimal Communication. CoRR abs/1805.08768 (2018)
Coauthor Index
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