2 citations · 4 across the 3 of their papers we have counts for
3 papers
FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification
Markus Weißflog, Peter Protzel, Peer Neubert
Class-incremental continual learning is an important area of research, as static deep learning methods fail to adapt to changing tasks and data distributions. In previous works, pr…
Local positional graphs and attentive local features for a data and runtime-efficient hierarchical place recognition pipeline
Fangming Yuan, Stefan Schubert, Peter Protzel +1
Large-scale applications of Visual Place Recognition (VPR) require computationally efficient approaches. Further, a well-balanced combination of data-based and training-free approa…
HealthWalk: Promoting Health and Mobility through Sensor-Based Rollator Walker Assistance
Ivanna Kramer, Kevin Weirauch, Sabine Bauer +2
Rollator walkers allow people with physical limitations to increase their mobility and give them the confidence and independence to participate in society for longer. However, roll…