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2505.17684
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5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor Localization
International Conference on Localization and Global Navigation Satellite System (ICL-GNSS), 2025
23 May 2025
Nisha Lakshmana Raichur
Lucas Heublein
Christopher Mutschler
Felix Ott
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Papers citing
"5G-DIL: Domain Incremental Learning with Similarity-Aware Sampling for Dynamic 5G Indoor Localization"
20 / 20 papers shown
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification
IEEE/IFIP Network Operations and Management Symposium (NOMS), 2024
Nishant S. Gaikwad
Lucas Heublein
Nisha Lakshmana Raichur
Tobias Feigl
Christopher Mutschler
Felix Ott
320
9
0
31 Dec 2024
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation
Yucheng Wang
Peiliang Gong
Ruibing Jin
Felix Ott
Xiaoli Li
Lihua Xie
Zhenghua Chen
TTA
409
5
0
29 Sep 2024
Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization
International Conference on Localization and Global Navigation Satellite System (ICL-GNSS), 2024
Lucas Heublein
Tobias Feigl
Thorsten Nowak
A. Rügamer
Christopher Mutschler
Felix Ott
359
11
0
23 Sep 2024
FeMLoc: Federated Meta-learning for Adaptive Wireless Indoor Localization Tasks in IoT Networks
IEEE Internet of Things Journal (IEEE IoT J.), 2024
Yaya Etiabi
Wafa Njima
El-Mehdi Amhoud
175
10
0
17 May 2024
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning
Nisha Lakshmana Raichur
Lucas Heublein
Tobias Feigl
A. Rügamer
Christopher Mutschler
Felix Ott
CLL
BDL
468
12
0
17 May 2024
Graph-Based vs. Error State Kalman Filter-Based Fusion Of 5G And Inertial Data For MAV Indoor Pose Estimation
M. Kabiri
Claudio Cimarelli
Hriday Bavle
J. L. Sánchez-López
Holger Voos
188
7
0
31 Mar 2024
One-Shot Domain Incremental Learning
Yasushi Esaki
Satoshi Koide
Takuro Kutsuna
CLL
VLM
286
2
0
25 Mar 2024
Neural 5G Indoor Localization with IMU Supervision
Aleksandr Ermolov
Shreya Kadambi
Maximilian Arnold
Mohammed Hirzallah
Roohollah Amiri
...
S. Yerramalli
Daniel Dijkman
Fatih Porikli
Taesang Yoo
Bence Major
204
5
0
15 Feb 2024
5G Positioning Advancements with AI/ML
Mohammad Alawieh
Georgios Kontes
123
6
0
10 Nov 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
Neural Information Processing Systems (NeurIPS), 2023
Haizhou Shi
Hao Wang
CLL
288
38
0
18 Oct 2023
Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning
Daniel Brignac
N. Lobo
Abhijit Mahalanobis
KELM
217
14
0
03 Aug 2023
Prediction Error-based Classification for Class-Incremental Learning
International Conference on Learning Representations (ICLR), 2023
Michal Zajkac
Tinne Tuytelaars
Gido M. van de Ven
CLL
274
12
0
30 May 2023
Multi-Environment based Meta-Learning with CSI Fingerprints for Radio Based Positioning
IEEE Wireless Communications and Networking Conference (WCNC), 2022
Anastasios Foliadis
M. H. C. García
R. Stirling-Gallacher
Reiner S. Thomä
73
12
0
26 Oct 2022
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection
Tobias Kalb
Björn Mauthe
Jürgen Beyerer
CLL
136
14
0
20 Sep 2022
An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions
M. Jehanzeb Mirza
Marc Masana
Horst Possegger
Horst Bischof
CLL
221
101
0
19 Apr 2022
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift
ACM Multimedia (ACM MM), 2022
Felix Ott
David Rügamer
Lucas Heublein
B. Bischl
Christopher Mutschler
OOD
TTA
AI4TS
215
43
0
07 Apr 2022
Experience Replay for Continual Learning
David Rolnick
Arun Ahuja
Jonathan Richard Schwarz
Timothy Lillicrap
Greg Wayne
CLL
439
1,416
0
28 Nov 2018
Overcoming catastrophic forgetting in neural networks
J. Kirkpatrick
Razvan Pascanu
Neil C. Rabinowitz
J. Veness
Guillaume Desjardins
...
A. Grabska-Barwinska
Demis Hassabis
Claudia Clopath
D. Kumaran
R. Hadsell
CLL
1.2K
8,812
1
02 Dec 2016
Learning without Forgetting
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
Zhizhong Li
Derek Hoiem
CLL
OOD
SSL
1.0K
5,096
0
29 Jun 2016
Progressive Neural Networks
Andrei A. Rusu
Neil C. Rabinowitz
Guillaume Desjardins
Hubert Soyer
J. Kirkpatrick
Koray Kavukcuoglu
Razvan Pascanu
R. Hadsell
CLL
AI4CE
501
2,692
0
15 Jun 2016
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