Samuel Lu

On the Viability of Monocular Depth Pre-training for Semantic Segmentation

"The question of whether pre-training on geometric tasks is viable for downstream transfer to semantic tasks is important for two reasons, one practical and the other scientific. If the answer is positive, we may be able to reduce pre-training costs and bias from human annotators significantly. If t…