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Analyzing the Mode Collapse Problem in GANS

less than 1 minute read

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It is easier for someone to identify Picasso’s painting than drawing one. Generative models, which are known for generating or creating data, are considered much more difficult to build and train when compared to discriminative models, which are known for processing the data. We will understand the working of GANs and discuss some of the problems that commonly arise when training GANs. Read more

literaryposts

Souvenir Of Memories

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A short story to bring light and increase awareness on domestic abuse and mental health wellbeing. [Trigger warning!!] Read more

Baby Steps

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A poem for when your dreams feel too far fetched. Just know that even the baby steps do count! Read more

Care

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An excerpt from a book I’ll never write. Read more

portfolio

projects

Intent Based Duplicate Question Removal

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Identify whether two questions have the same intent or not. GloVe encoding and a network consisting of fully connected ReLU layers followed by sigmoid classifier were employed on the Quora dataset. Read more

publications

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post. Read more

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post. Read more