I have successfully defended my thesis in December 2016.
Seeking postdocs and research positions.
Member LEAR Team, INRIA Rhone-Alpes, Grenoble, France
I am in the third and final year of my Ph.D at INRIA. I am pursuing my PhD under the supervision of Jakob Verbeek
and Cordelia Schmid
I received my Master's degree in Computer Science from the Université Joseph Fourier
(UJF), Grenoble, France
and carried out my thesis under Jakob Verbeek
. My thesis was on Metric learning for face verification
You can find my CV here
I can be reached by email at shreyas[dot]saxena2[at]gmail[dot]com
I am working on data and method driven machine learning models for the image/scene understanding, image segmentation, verification and retrieval and dimensionality reduction methods. At the moment, following topics are of interest:
- Architecture learning.
- Learning dynamic CNN models, where the network parameters are conditioned on the input.
- Training extremely deep networks via teacher student paradigm.
Topics I have not worked on directly, but keen on exploring in future:
- Generative adversarial networks for image synthesis from text, and sampling from the latent space.
- Memory networks in the context of question and answering.