[AI Seminar] Online AI Seminar on May 19 (Zoom) -- Laura Leal-Taixe -- Multi-Object Tracking: Towards end-to-end learning and data privacy. AI seminar is sponsored by Fortive.

[Aayush Bansal]

Reminder.. this is tomorrow at noon.

On Wed, May 13, 2020 at 9:53 PM Aayush Bansal <aayushb at cs.cmu.edu> wrote:

> Laura Leal-Taixe (Technical University of Munich, TUM) will be giving an
> online seminar on "Multi-Object Tracking: Towards end-to-end learning and
> data privacy" from *12:00 - 01:00 PM* on May 19.
>
> Zoom Link: *https://cmu.zoom.us/j/262225154
> <https://cmu.zoom.us/j/262225154>*
>
> CMU AI Seminar is sponsored by Fortive.
>
> Following are the details of the talk:
>
> *Title: *Multi-Object Tracking: Towards end-to-end learning and data
> privacy
>
> *Abstract: *In this talk, I will go over two of our recent works in
> multi-object tracking that aim to push the field towards the end-to-end
> learning paradigm. In the first one, we study the power of using the
> regression head of the detector for tracking, hence converting a detector
> into a tracktor. Even if this approach yields state-of-the-art results, it
> has obvious shortcomings which we analyze and aim to overcome in the second
> work. Towards this end, we leverage the graphical model formulation of
> multi-object tracking in order to cast the tracking problem as an
> end-to-end learning problem. I would also like to talk about a brand new
> aspect of multi-object tracking that we are working on, one which we
> foresee will have a strong impact in the way the field is applied to
> society, namely, data privacy.
>
> *Bio*: Prof. Dr. Laura Leal-Taixe is a tenure-track professor (W2) at the
> Technical University of Munich, leading the Dynamic Vision and Learning
> group. Before that, she spent two years as a postdoctoral researcher at ETH
> Zurich, Switzerland, and a year as a senior postdoctoral researcher in the
> Computer Vision Group at the Technical University in Munich. She obtained
> her PhD from the Leibniz University of Hannover in Germany, spending a year
> as a visiting scholar at the University of Michigan, Ann Arbor, USA. She
> pursued B.Sc. and M.Sc. in Telecommunications Engineering at the Technical
> University of Catalonia (UPC) in her native city of Barcelona. She went to
> Boston, USA to do her Masters Thesis at Northeastern University with a
> fellowship from the Vodafone foundation. She is a recipient of the Sofja
> Kovalevskaja Award of 1.65 million euros for her project socialMaps.
>
>
> To learn more about the seminar series, please visit the website:
> http://www.cs.cmu.edu/~aiseminar/
>
>
> --
> Aayush Bansal
> http://www.cs.cmu.edu/~aayushb/
>
>
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