Podcasts Technology Chai Time Data Science Yuki Asano | Self-Supervision | Self-Labelling | Labelling Unlabelled videos from scratch w multi-modal self-supervision | CV | CTDS.Show #81

Yuki Asano | Self-Supervision | Self-Labelling | Labelling Unlabelled videos from scratch w multi-modal self-supervision | CV | CTDS.Show #81

Published: July 9, 2020, 3:58 p.m.

Video Link: https://youtu.be/LPdbnasJ9wI

\n

Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani

\n

In this episode, Sanyam Bhutani interviews Computer Vision Researcher at the Oxford VGG Group: Yuki Asano.

\n

They talk all about Yuki's journey into Computer Vision and his research interests, how Yuki approaches research.

\n

They also discuss three of Yuki's recent works and Yuki walks us through the process of how he approached the projects, along with an interesting overview of the same.

\n

Links:

\n

A critical analysis of self-supervision, or what we can learn from a single image: https://arxiv.org/abs/1904.13132

\n

Self-labelling via simultaneous clustering and representation learning: https://arxiv.org/abs/1911.05371

\n

Labelling unlabelled videos from scratch with multi-modal self-supervision: https://arxiv.org/abs/2006.13662

\n

Follow:

\n

Yuki Asano:

\n

https://twitter.com/y_m_asano

\n

https://www.linkedin.com/in/yuki-m-asano/

\n

https://yukimasano.github.io

\n

Sanyam Bhutani:

\n

https://twitter.com/bhutanisanyam1

\n

Blog: sanyambhutani.com

\n

About:

\n

https://sanyambhutani.com/tag/chaitimedatascience/

\n

A show for Interviews with Practitioners, Kagglers & Researchers and all things Data Science hosted by Sanyam Bhutani.

\n

You can expect weekly episodes every available as Video, Podcast, and blogposts.

\n

If you'd like to support the podcast: https://www.patreon.com/chaitimedatascience

\n

Intro track:

\n

Flow by LiQWYD https://soundcloud.com/liqwyd