Rebalancing gradient to improve self-supervised co-training of depth, odometry and optical flow predictions

Marwane Hariat, Antoine Manzanera, David Filliat

We present CoopNet, an approach that improves the cooperation of co-trained networks by dynamically adapting the apportionment of gradient, to ensure equitable learning progress. I…