Don't freeze: Finetune encoders for better Self-Supervised HAR. - Vítor Fortes Rey; Dominique Nshimyimana; Paul Lukowicz (UbiComp/ISWC Adjunct, 2023)

Beyond the Pocket: Preparing a Study on the Variations of Wearable Device Location. - Joanna Sorysz; Lars Krupp; Dominique Nshimyimana; Paul Lukowicz (IoT, 2023)

Contrastive Left-Right Wearable Sensors (IMUs) Consistency Matching for HAR. - Dominique Nshimyimana; Vítor Fortes Rey; Paul Lukowicz (CoRR, 2023)

Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition. - Mengxi Liu; Daniel Geißler; Dominique Nshimyimana; Sizhen Bian; Bo Zhou 005; Paul Lukowicz (CoRR, 2024)

Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets. - Daniel Geissler; Dominique Nshimyimana; Vítor Fortes Rey; Sungho Suh; Bo Zhou 005; Paul Lukowicz (CoRR, 2024)

PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition. - Dominique Nshimyimana; Vítor Fortes Rey; Sungho Suh; Bo Zhou 005; Paul Lukowicz (CoRR, 2025)