489 citations · 624 across the 26 of their papers we have counts for
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cs.CV2021★ 3 cited
Uncertainty Aware Proposal Segmentation for Unknown Object Detection
Yimeng Li, Jana Kosecka
Recent efforts in deploying Deep Neural Networks for object detection in real world applications, such as autonomous driving, assume that all relevant object classes have been obse…
cs.LG2021★ 3 cited
SLAW: Scaled Loss Approximate Weighting for Efficient Multi-Task Learning
Michael Crawshaw, Jana Košecká
Multi-task learning (MTL) is a subfield of machine learning with important applications, but the multi-objective nature of optimization in MTL leads to difficulties in balancing tr…