13 citations · 31 across the 26 of their papers we have counts for
3 papers · 1 filter
Altering Backward Pass Gradients improves Convergence
Bishshoy Das, Milton Mondal, Brejesh Lall +2
In standard neural network training, the gradients in the backward pass are determined by the forward pass. As a result, the two stages are coupled. This is how most neural network…
ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation
Vinay Kaushik, Kartik Jindgar, Brejesh Lall
Self-supervised learning of depth has been a highly studied topic of research as it alleviates the requirement of having ground truth annotations for predicting depth. Depth is lea…
One Shot Audio to Animated Video Generation
Neeraj Kumar, Srishti Goel, Ankur Narang +4
We consider the challenging problem of audio to animated video generation. We propose a novel method OneShotAu2AV to generate an animated video of arbitrary length using an audio c…