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Interpretability in Deep Learning NLP Models

A simple illustration of a novel technique called Integrated Gradients to quantify & visualize feature importance in neural networks regardless of model architecture. Implementation of ideas from the paper Axiomatic Attribution for Deep...

Online Team Games

Online Team Games

We play board games online regularly to have some "face time" with fellow Data Science team members and have some fun during COVID times. The games we have played in the...

Multilevel  Architecture for Depth Estimation

Multilevel Architecture for Depth Estimation

Monocular depth estimation is an important task in scene understanding with applications to pose, segmentation and autonomous navigation. Deep Learning methods relying on multilevel features are currently used for extracting local information that...