Ashwin Pathak

Ashwin Pathak

MSCS @ Georgia Tech | Ex-SDE Amazon | B.Tech CSE @IIITH

Proposed Unsupervised Learning Model For MultiModal Conversation Summarization

less than 1 minute read

Published:

In this blog, we will be exploring unsupervised learning for multimodal conversation summarization.

Architecture

  • Encoder-Decoder Network
  • Use encoder for modalities

Iterative Plan

  • Combined summary through disentanglement
  • End-to-end summarization without disentanglement
  • Increase modalities

You May Also Enjoy

GSOC 2017 - Week 4 of GSoC 17

1 minute read

Published:

This blog is dedicated to the third week of Google Summer of Code (i.e June 24 - July 1). This week was concentrated on cross-testing and analysis of the API with some challenging tests.

GSOC 2017 - Week 3 of GSoC 17

3 minute read

Published:

This blog is dedicated to the third week of Google Summer of Code (i.e June 16 - June 23). But first, a brief insight is given about how the code works.

GSOC 2017 - Week 2 of GSoC 17

2 minute read

Published:

This blog is dedicated to the second week of Google Summer of Code (i.e June 8 - June 15). The target of the second week according to my timeline was to implement the Jacobian and gradient using numdifftools.

GSOC 2017 - Week 1 of GSoC 17

1 minute read

Published:

This blog is dedicated to the first week of Google Summer of Code (i.e June 1 - June 7). The target of the first week according to my timeline was to get conversant with the code structure and implement the derivative using statsmodels and partly by numdifftools.