12 citations · 36 across the 26 of their papers we have counts for
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cs.CV2021
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization
M. Jehanzeb Mirza, Jakub Micorek, Horst Possegger +1
Domain adaptation is crucial to adapt a learned model to new scenarios, such as domain shifts or changing data distributions. Current approaches usually require a large amount of l…
cs.CV2021
FAST3D: Flow-Aware Self-Training for 3D Object Detectors
Christian Fruhwirth-Reisinger, Michael Opitz, Horst Possegger +1
In the field of autonomous driving, self-training is widely applied to mitigate distribution shifts in LiDAR-based 3D object detectors. This eliminates the need for expensive, high…